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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 134623  11.715%  (99.682% of non-spam corpus)
# Correctly spam:     786104  68.407%  (77.517% of spam corpus)
# False positives:       429  0.037%  (0.318% of nonspam, 196431 weighted)
# False negatives:    227999  19.841%  (22.483% of spam, 381531 weighted)
# Average score for spam:  19.0    nonspam: -0.9
# Average for false-pos:   6.1  false-neg: 1.7
# TOTAL:              1149155  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16871  99.70%
# Correctly spam:      98052  77.47%
# False positives:        51  0.30%
# False negatives:     28516  22.53%
# TCR(l=50): 4.074165  SpamRecall: 77.470%  SpamPrec: 99.948%

##### 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: 134556  99.63%
# Correctly spam:     767725  75.70%
# False positives:       496  0.37%
# False negatives:    246378  24.30%
# TCR(l=50): 3.739621  SpamRecall: 75.705%  SpamPrec: 99.935%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16869  99.69%
# Correctly spam:      95855  75.73%
# False positives:        53  0.31%
# False negatives:     30713  24.27%
# TCR(l=50): 3.793664  SpamRecall: 75.734%  SpamPrec: 99.945%