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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 198711  26.327%  (99.585% of non-spam corpus)
# Correctly spam:     435111  57.647%  (78.364% of spam corpus)
# False positives:       829  0.110%  (0.415% of nonspam,  73476 weighted)
# False negatives:    120135  15.916%  (21.636% of spam, 249125 weighted)
# Average score for spam:  12.7    nonspam: 0.6
# Average for false-pos:   6.4  false-neg: 2.1
# TOTAL:              754786  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24819  99.51%
# Correctly spam:      54285  78.28%
# False positives:       123  0.49%
# False negatives:     15065  21.72%
# TCR(l=50): 3.268914  SpamRecall: 78.277%  SpamPrec: 99.774%

##### 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: 192140  96.29%
# Correctly spam:     355902  64.10%
# False positives:      7400  3.71%
# False negatives:    199344  35.90%
# TCR(l=50): 0.975238  SpamRecall: 64.098%  SpamPrec: 97.963%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24003  96.24%
# Correctly spam:      44474  64.13%
# False positives:       939  3.76%
# False negatives:     24876  35.87%
# TCR(l=50): 0.965528  SpamRecall: 64.130%  SpamPrec: 97.932%