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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 143458  10.679%  (99.672% of non-spam corpus)
# Correctly spam:     1103111  82.116%  (91.970% of spam corpus)
# False positives:       472  0.035%  (0.328% of nonspam, 288155 weighted)
# False negatives:     96315  7.170%  (8.030% of spam, 244411 weighted)
# Average score for spam:  9.6    nonspam: -1.1
# Average for false-pos:   7.3  false-neg: 2.5
# TOTAL:              1343356  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18002  99.71%
# Correctly spam:     137497  91.77%
# False positives:        52  0.29%
# False negatives:     12334  8.23%
# TCR(l=50): 10.032878  SpamRecall: 91.768%  SpamPrec: 99.962%

##### 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: 143734  99.86%
# Correctly spam:     484476  40.39%
# False positives:       196  0.14%
# False negatives:    714950  59.61%
# TCR(l=50): 1.654951  SpamRecall: 40.392%  SpamPrec: 99.960%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18031  99.87%
# Correctly spam:      60706  40.52%
# False positives:        23  0.13%
# False negatives:     89125  59.48%
# TCR(l=50): 1.659718  SpamRecall: 40.516%  SpamPrec: 99.962%