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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 146310  32.850%  (98.456% of non-spam corpus)
# Correctly spam:     287567  64.565%  (96.894% of spam corpus)
# False positives:      2295  0.515%  (1.544% of nonspam, 146062 weighted)
# False negatives:      9218  2.070%  (3.106% of spam,  20240 weighted)
# Average score for spam:  13.1    nonspam: -0.3
# Average for false-pos:   6.4  false-neg: 2.2
# TOTAL:              445390  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18356  98.46%
# Correctly spam:      35896  96.96%
# False positives:       288  1.54%
# False negatives:      1124  3.04%
# TCR(l=50): 2.384695  SpamRecall: 96.964%  SpamPrec: 99.204%

##### 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: 147289  99.11%
# Correctly spam:     192835  64.97%
# False positives:      1316  0.89%
# False negatives:    103950  35.03%
# TCR(l=50): 1.748365  SpamRecall: 64.975%  SpamPrec: 99.322%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18475  99.09%
# Correctly spam:      24125  65.17%
# False positives:       169  0.91%
# False negatives:     12895  34.83%
# TCR(l=50): 1.734364  SpamRecall: 65.167%  SpamPrec: 99.304%