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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 205699  29.402%  (99.496% of non-spam corpus)
# Correctly spam:     429788  61.432%  (87.200% of spam corpus)
# False positives:      1042  0.149%  (0.504% of nonspam, 163502 weighted)
# False negatives:     63090  9.018%  (12.800% of spam, 117242 weighted)
# Average score for spam:  16.8    nonspam: -0.6
# Average for false-pos:   6.6  false-neg: 1.9
# TOTAL:              699619  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  25736  99.47%
# Correctly spam:      53661  87.20%
# False positives:       138  0.53%
# False negatives:      7877  12.80%
# TCR(l=50): 4.164445  SpamRecall: 87.200%  SpamPrec: 99.743%

##### 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: 204072  98.71%
# Correctly spam:     312574  63.42%
# False positives:      2669  1.29%
# False negatives:    180304  36.58%
# TCR(l=50): 1.570906  SpamRecall: 63.418%  SpamPrec: 99.153%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  25511  98.60%
# Correctly spam:      38871  63.17%
# False positives:       363  1.40%
# False negatives:     22667  36.83%
# TCR(l=50): 1.507656  SpamRecall: 63.166%  SpamPrec: 99.075%