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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 877021  36.125%  (99.636% of non-spam corpus)
# Correctly spam:     520529  21.441%  (33.637% of spam corpus)
# False positives:      3207  0.132%  (0.364% of nonspam, 163610 weighted)
# False negatives:    1026969  42.302%  (66.363% of spam, 2205952 weighted)
# Average score for spam:  4.5    nonspam: 0.6
# Average for false-pos:   5.8  false-neg: 2.1
# TOTAL:              2427726  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 109479  99.64%
# Correctly spam:      65294  33.78%
# False positives:       393  0.36%
# False negatives:    127986  66.22%
# TCR(l=50): 1.309166  SpamRecall: 33.782%  SpamPrec: 99.402%

##### 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: 868652  98.68%
# Correctly spam:     364305  23.54%
# False positives:     11576  1.32%
# False negatives:    1183193  76.46%
# TCR(l=50): 0.878266  SpamRecall: 23.542%  SpamPrec: 96.920%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 108412  98.67%
# Correctly spam:      45691  23.64%
# False positives:      1460  1.33%
# False negatives:    147589  76.36%
# TCR(l=50): 0.876200  SpamRecall: 23.640%  SpamPrec: 96.904%