##### WITH NEW RULES AND SCORES #####

# SUMMARY for threshold 5.0:
# Correctly non-spam: 159341  15.843%  (92.917% of non-spam corpus)
# Correctly spam:     663122  65.933%  (79.486% of spam corpus)
# False positives:     12146  1.208%  (7.083% of nonspam, 1577078 weighted)
# False negatives:    171142  17.016%  (20.514% of spam, 371619 weighted)
# Average score for spam:  8.0    nonspam: 0.7
# Average for false-pos:   5.3  false-neg: 2.2
# TOTAL:              1005751  100.00%

Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20028  92.73%
# Correctly spam:      83831  80.61%
# False positives:      1571  7.27%
# False negatives:     20162  19.39%
# TCR(l=50): 1.053499  SpamRecall: 80.612%  SpamPrec: 98.160%

##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 169634  98.92%
# Correctly spam:     193160  23.15%
# False positives:      1853  1.08%
# False negatives:    641104  76.85%
# TCR(l=50): 1.136981  SpamRecall: 23.153%  SpamPrec: 99.050%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21362  98.90%
# Correctly spam:      24120  23.19%
# False positives:       237  1.10%
# False negatives:     79873  76.81%
# TCR(l=50): 1.133772  SpamRecall: 23.194%  SpamPrec: 99.027%
