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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 744192  52.124%  (98.364% of non-spam corpus)
# Correctly spam:     581714  40.744%  (86.672% of spam corpus)
# False positives:     12378  0.867%  (1.636% of nonspam, 933676 weighted)
# False negatives:     89452  6.265%  (13.328% of spam, 156182 weighted)
# Average score for spam:  16.4    nonspam: -2.4
# Average for false-pos:   8.5  false-neg: 1.7
# TOTAL:              1427736  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  92837  98.39%
# Correctly spam:      72487  86.54%
# False positives:      1522  1.61%
# False negatives:     11275  13.46%
# TCR(l=50): 0.958649  SpamRecall: 86.539%  SpamPrec: 97.943%

##### 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: 754188  99.69%
# Correctly spam:     344961  51.40%
# False positives:      2382  0.31%
# False negatives:    326205  48.60%
# TCR(l=50): 1.507205  SpamRecall: 51.397%  SpamPrec: 99.314%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  94047  99.67%
# Correctly spam:      42856  51.16%
# False positives:       312  0.33%
# False negatives:     40906  48.84%
# TCR(l=50): 1.482356  SpamRecall: 51.164%  SpamPrec: 99.277%