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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 309903  55.328%  (99.731% of non-spam corpus)
# Correctly spam:     210691  37.615%  (84.485% of spam corpus)
# False positives:       836  0.149%  (0.269% of nonspam,  44438 weighted)
# False negatives:     38691  6.908%  (15.515% of spam,  67349 weighted)
# Average score for spam:  17.9    nonspam: -0.8
# Average for false-pos:   6.6  false-neg: 1.7
# TOTAL:              560121  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  38626  99.66%
# Correctly spam:      26303  84.56%
# False positives:       133  0.34%
# False negatives:      4803  15.44%
# TCR(l=50): 2.715970  SpamRecall: 84.559%  SpamPrec: 99.497%

##### 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: 309594  99.63%
# Correctly spam:     182777  73.29%
# False positives:      1145  0.37%
# False negatives:     66605  26.71%
# TCR(l=50): 2.013500  SpamRecall: 73.292%  SpamPrec: 99.377%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  38614  99.63%
# Correctly spam:      22810  73.33%
# False positives:       145  0.37%
# False negatives:      8296  26.67%
# TCR(l=50): 2.000901  SpamRecall: 73.330%  SpamPrec: 99.368%