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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 148238  19.289%  (99.233% of non-spam corpus)
# Correctly spam:     500390  65.110%  (80.819% of spam corpus)
# False positives:      1146  0.149%  (0.767% of nonspam, 300676 weighted)
# False negatives:    118756  15.452%  (19.181% of spam, 208958 weighted)
# Average score for spam:  15.2    nonspam: -0.6
# Average for false-pos:   6.3  false-neg: 1.8
# TOTAL:              768530  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18601  99.27%
# Correctly spam:      62366  80.66%
# False positives:       137  0.73%
# False negatives:     14954  19.34%
# TCR(l=50): 3.546138  SpamRecall: 80.660%  SpamPrec: 99.781%

##### 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: 148914  99.69%
# Correctly spam:     269890  43.59%
# False positives:       470  0.31%
# False negatives:    349256  56.41%
# TCR(l=50): 1.660995  SpamRecall: 43.591%  SpamPrec: 99.826%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18677  99.67%
# Correctly spam:      33620  43.48%
# False positives:        61  0.33%
# False negatives:     43700  56.52%
# TCR(l=50): 1.653904  SpamRecall: 43.482%  SpamPrec: 99.819%