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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 160098  15.861%  (92.844% of non-spam corpus)
# Correctly spam:     667284  66.107%  (79.727% of spam corpus)
# False positives:     12339  1.222%  (7.156% of nonspam, 1600685 weighted)
# False negatives:    169677  16.810%  (20.273% of spam, 369158 weighted)
# Average score for spam:  8.0    nonspam: 0.7
# Average for false-pos:   5.3  false-neg: 2.2
# TOTAL:              1009398  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20113  92.70%
# Correctly spam:      84134  80.65%
# False positives:      1584  7.30%
# False negatives:     20191  19.35%
# TCR(l=50): 1.049642  SpamRecall: 80.646%  SpamPrec: 98.152%

##### 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: 170603  98.94%
# Correctly spam:     197073  23.55%
# False positives:      1834  1.06%
# False negatives:    639888  76.45%
# TCR(l=50): 1.144033  SpamRecall: 23.546%  SpamPrec: 99.078%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21449  98.86%
# Correctly spam:      24365  23.35%
# False positives:       248  1.14%
# False negatives:     79960  76.65%
# TCR(l=50): 1.129547  SpamRecall: 23.355%  SpamPrec: 98.992%
