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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 145401  29.485%  (97.327% of non-spam corpus)
# Correctly spam:     271013  54.957%  (78.843% of spam corpus)
# False positives:      3994  0.810%  (2.673% of nonspam, 282967 weighted)
# False negatives:     72724  14.747%  (21.157% of spam, 205589 weighted)
# Average score for spam:  9.4    nonspam: 1.0
# Average for false-pos:   6.2  false-neg: 2.8
# TOTAL:              493132  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18154  96.87%
# Correctly spam:      33911  79.13%
# False positives:       586  3.13%
# False negatives:      8946  20.87%
# TCR(l=50): 1.120562  SpamRecall: 79.126%  SpamPrec: 98.301%

##### 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: 145038  97.08%
# Correctly spam:     112499  32.73%
# False positives:      4357  2.92%
# False negatives:    231238  67.27%
# TCR(l=50): 0.765411  SpamRecall: 32.728%  SpamPrec: 96.271%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18182  97.02%
# Correctly spam:      14101  32.90%
# False positives:       558  2.98%
# False negatives:     28756  67.10%
# TCR(l=50): 0.756442  SpamRecall: 32.902%  SpamPrec: 96.193%