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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 129295  11.002%  (99.261% of non-spam corpus)
# Correctly spam:     997172  84.852%  (95.429% of spam corpus)
# False positives:       962  0.082%  (0.739% of nonspam, 592681 weighted)
# False negatives:     47759  4.064%  (4.571% of spam,  90608 weighted)
# Average score for spam:  13.6    nonspam: -0.9
# Average for false-pos:   7.7  false-neg: 1.9
# TOTAL:              1175188  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16234  99.31%
# Correctly spam:     124435  95.39%
# False positives:       112  0.69%
# False negatives:      6009  4.61%
# TCR(l=50): 11.236454  SpamRecall: 95.393%  SpamPrec: 99.910%

##### 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: 127919  98.21%
# Correctly spam:     650783  62.28%
# False positives:      2338  1.79%
# False negatives:    394148  37.72%
# TCR(l=50): 2.044683  SpamRecall: 62.280%  SpamPrec: 99.642%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16054  98.21%
# Correctly spam:      81309  62.33%
# False positives:       292  1.79%
# False negatives:     49135  37.67%
# TCR(l=50): 2.046662  SpamRecall: 62.332%  SpamPrec: 99.642%