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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 178273  18.556%  (94.802% of non-spam corpus)
# Correctly spam:     405086  42.165%  (52.426% of spam corpus)
# False positives:      9774  1.017%  (5.198% of nonspam, 1227176 weighted)
# False negatives:    367594  38.262%  (47.574% of spam, 939219 weighted)
# Average score for spam:  8.6    nonspam: 1.0
# Average for false-pos:   6.1  false-neg: 2.6
# TOTAL:              960727  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22279  94.45%
# Correctly spam:      50530  52.47%
# False positives:      1309  5.55%
# False negatives:     45766  47.53%
# TCR(l=50): 0.865847  SpamRecall: 52.474%  SpamPrec: 97.475%

##### 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: 178223  94.78%
# Correctly spam:     275305  35.63%
# False positives:      9824  5.22%
# False negatives:    497375  64.37%
# TCR(l=50): 0.781610  SpamRecall: 35.630%  SpamPrec: 96.555%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22307  94.57%
# Correctly spam:      34457  35.78%
# False positives:      1281  5.43%
# False negatives:     61839  64.22%
# TCR(l=50): 0.764928  SpamRecall: 35.782%  SpamPrec: 96.416%