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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 197164  32.606%  (98.132% of non-spam corpus)
# Correctly spam:     126971  20.998%  (31.447% of spam corpus)
# False positives:      3753  0.621%  (1.868% of nonspam, 221952 weighted)
# False negatives:    276796  45.775%  (68.553% of spam, 823139 weighted)
# Average score for spam:  5.0    nonspam: 0.6
# Average for false-pos:   5.9  false-neg: 3.0
# TOTAL:              604684  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24644  98.07%
# Correctly spam:      15919  31.61%
# False positives:       486  1.93%
# False negatives:     34449  68.39%
# TCR(l=50): 0.857342  SpamRecall: 31.605%  SpamPrec: 97.037%

##### 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: 197008  98.05%
# Correctly spam:      60694  15.03%
# False positives:      3909  1.95%
# False negatives:    343073  84.97%
# TCR(l=50): 0.749767  SpamRecall: 15.032%  SpamPrec: 93.949%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24645  98.07%
# Correctly spam:       7558  15.01%
# False positives:       485  1.93%
# False negatives:     42810  84.99%
# TCR(l=50): 0.751089  SpamRecall: 15.006%  SpamPrec: 93.970%