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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 197106  32.616%  (98.141% of non-spam corpus)
# Correctly spam:     126649  20.957%  (31.389% of spam corpus)
# False positives:      3734  0.618%  (1.859% of nonspam, 220843 weighted)
# False negatives:    276836  45.809%  (68.611% of spam, 822698 weighted)
# Average score for spam:  5.1    nonspam: 0.6
# Average for false-pos:   5.9  false-neg: 3.0
# TOTAL:              604325  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24652  98.14%
# Correctly spam:      15902  31.59%
# False positives:       466  1.86%
# False negatives:     34437  68.41%
# TCR(l=50): 0.871867  SpamRecall: 31.590%  SpamPrec: 97.153%

##### 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: 196944  98.06%
# Correctly spam:      60563  15.01%
# False positives:      3896  1.94%
# False negatives:    342922  84.99%
# TCR(l=50): 0.750360  SpamRecall: 15.010%  SpamPrec: 93.956%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24643  98.11%
# Correctly spam:       7615  15.13%
# False positives:       475  1.89%
# False negatives:     42724  84.87%
# TCR(l=50): 0.757274  SpamRecall: 15.127%  SpamPrec: 94.129%