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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 152100  38.426%  (98.129% of non-spam corpus)
# Correctly spam:     224667  56.760%  (93.292% of spam corpus)
# False positives:      2900  0.733%  (1.871% of nonspam, 150738 weighted)
# False negatives:     16155  4.081%  (6.708% of spam,  44808 weighted)
# Average score for spam:  17.2    nonspam: 0.4
# Average for false-pos:   6.7  false-neg: 2.8
# TOTAL:              395822  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19089  97.87%
# Correctly spam:      28192  93.56%
# False positives:       416  2.13%
# False negatives:      1940  6.44%
# TCR(l=50): 1.325066  SpamRecall: 93.562%  SpamPrec: 98.546%

##### 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: 153623  99.11%
# Correctly spam:     124081  51.52%
# False positives:      1377  0.89%
# False negatives:    116741  48.48%
# TCR(l=50): 1.297595  SpamRecall: 51.524%  SpamPrec: 98.902%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19320  99.05%
# Correctly spam:      15489  51.40%
# False positives:       185  0.95%
# False negatives:     14643  48.60%
# TCR(l=50): 1.261123  SpamRecall: 51.404%  SpamPrec: 98.820%