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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 368811  25.005%  (98.511% of non-spam corpus)
# Correctly spam:     908566  61.601%  (82.556% of spam corpus)
# False positives:      5573  0.378%  (1.489% of nonspam, 1512912 weighted)
# False negatives:    191981  13.016%  (17.444% of spam, 550527 weighted)
# Average score for spam:  8.7    nonspam: -2.1
# Average for false-pos:   9.2  false-neg: 2.9
# TOTAL:              1474931  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  45935  98.49%
# Correctly spam:     113286  82.48%
# False positives:       704  1.51%
# False negatives:     24067  17.52%
# TCR(l=50): 2.317529  SpamRecall: 82.478%  SpamPrec: 99.382%

##### 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: 370021  98.83%
# Correctly spam:     716523  65.11%
# False positives:      4363  1.17%
# False negatives:    384024  34.89%
# TCR(l=50): 1.827623  SpamRecall: 65.106%  SpamPrec: 99.395%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  46069  98.78%
# Correctly spam:      89403  65.09%
# False positives:       570  1.22%
# False negatives:     47950  34.91%
# TCR(l=50): 1.796638  SpamRecall: 65.090%  SpamPrec: 99.366%