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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 209212  39.879%  (93.171% of non-spam corpus)
# Correctly spam:     238517  45.465%  (79.487% of spam corpus)
# False positives:     15335  2.923%  (6.829% of nonspam, 2011899 weighted)
# False negatives:     61552  11.733%  (20.513% of spam, 157248 weighted)
# Average score for spam:  8.9    nonspam: 0.5
# Average for false-pos:   9.8  false-neg: 2.6
# TOTAL:              524616  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:      29833  79.64%
# False positives:      1940  6.90%
# False negatives:      7626  20.36%
# TCR(l=50): 0.358028  SpamRecall: 79.642%  SpamPrec: 93.894%

##### 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:      81279  27.09%
# False positives:      7518  3.35%
# False negatives:    218790  72.91%
# TCR(l=50): 0.504581  SpamRecall: 27.087%  SpamPrec: 91.533%
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:      10233  27.32%
# False positives:       899  3.20%
# False negatives:     27226  72.68%
# TCR(l=50): 0.518995  SpamRecall: 27.318%  SpamPrec: 91.924%