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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 209208  39.878%  (93.169% of non-spam corpus)
# Correctly spam:     238531  45.467%  (79.491% of spam corpus)
# False positives:     15339  2.924%  (6.831% of nonspam, 2012124 weighted)
# False negatives:     61541  11.731%  (20.509% of spam, 157886 weighted)
# Average score for spam:  8.9    nonspam: 0.5
# Average for false-pos:   9.8  false-neg: 2.6
# TOTAL:              524619  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  26168  93.10%
# Correctly spam:      29801  79.56%
# False positives:      1940  6.90%
# False negatives:      7658  20.44%
# TCR(l=50): 0.357918  SpamRecall: 79.556%  SpamPrec: 93.888%

##### 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: 217029  96.65%
# Correctly spam:      81376  27.12%
# False positives:      7518  3.35%
# False negatives:    218696  72.88%
# TCR(l=50): 0.504665  SpamRecall: 27.119%  SpamPrec: 91.543%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  27209  96.80%
# Correctly spam:      10269  27.41%
# False positives:       899  3.20%
# False negatives:     27190  72.59%
# TCR(l=50): 0.519254  SpamRecall: 27.414%  SpamPrec: 91.950%
