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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 250071  40.610%  (99.703% of non-spam corpus)
# Correctly spam:     271472  44.086%  (74.382% of spam corpus)
# False positives:       746  0.121%  (0.297% of nonspam,  31825 weighted)
# False negatives:     93496  15.183%  (25.618% of spam, 145898 weighted)
# Average score for spam:  12.9    nonspam: 0.6
# Average for false-pos:   5.9  false-neg: 1.6
# TOTAL:              615785  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31211  99.75%
# Correctly spam:      33810  74.32%
# False positives:        78  0.25%
# False negatives:     11683  25.68%
# TCR(l=50): 2.919399  SpamRecall: 74.319%  SpamPrec: 99.770%

##### 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: 241463  96.27%
# Correctly spam:     225382  61.75%
# False positives:      9354  3.73%
# False negatives:    139586  38.25%
# TCR(l=50): 0.600982  SpamRecall: 61.754%  SpamPrec: 96.015%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  30134  96.31%
# Correctly spam:      28012  61.57%
# False positives:      1155  3.69%
# False negatives:     17481  38.43%
# TCR(l=50): 0.604711  SpamRecall: 61.574%  SpamPrec: 96.040%