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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 171010  16.493%  (98.968% of non-spam corpus)
# Correctly spam:     433165  41.776%  (50.130% of spam corpus)
# False positives:      1783  0.172%  (1.032% of nonspam, 541799 weighted)
# False negatives:    430921  41.559%  (49.870% of spam, 1063266 weighted)
# Average score for spam:  6.3    nonspam: 0.4
# Average for false-pos:   6.1  false-neg: 2.5
# TOTAL:              1036879  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21512  99.00%
# Correctly spam:      54015  50.09%
# False positives:       218  1.00%
# False negatives:     53818  49.91%
# TCR(l=50): 1.666198  SpamRecall: 50.091%  SpamPrec: 99.598%

##### 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: 172430  99.79%
# Correctly spam:      65723  7.61%
# False positives:       363  0.21%
# False negatives:    798363  92.39%
# TCR(l=50): 1.058264  SpamRecall: 7.606%  SpamPrec: 99.451%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21690  99.82%
# Correctly spam:       8182  7.59%
# False positives:        40  0.18%
# False negatives:     99651  92.41%
# TCR(l=50): 1.060816  SpamRecall: 7.588%  SpamPrec: 99.514%
