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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 120611  37.460%  (97.418% of non-spam corpus)
# Correctly spam:     144820  44.979%  (73.081% of spam corpus)
# False positives:      3197  0.993%  (2.582% of nonspam, 150556 weighted)
# False negatives:     53344  16.568%  (26.919% of spam, 148444 weighted)
# Average score for spam:  13.5    nonspam: 0.9
# Average for false-pos:   5.9  false-neg: 2.8
# TOTAL:              321972  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15132  97.37%
# Correctly spam:      18050  72.90%
# False positives:       408  2.63%
# False negatives:      6711  27.10%
# TCR(l=50): 0.913319  SpamRecall: 72.897%  SpamPrec: 97.790%

##### 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: 120178  97.07%
# Correctly spam:     111239  56.13%
# False positives:      3630  2.93%
# False negatives:     86925  43.87%
# TCR(l=50): 0.738247  SpamRecall: 56.135%  SpamPrec: 96.840%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15078  97.03%
# Correctly spam:      13869  56.01%
# False positives:       462  2.97%
# False negatives:     10892  43.99%
# TCR(l=50): 0.728436  SpamRecall: 56.011%  SpamPrec: 96.776%