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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 166335  13.503%  (99.264% of non-spam corpus)
# Correctly spam:     1000051  81.185%  (93.968% of spam corpus)
# False positives:      1234  0.100%  (0.736% of nonspam, 527648 weighted)
# False negatives:     64196  5.211%  (6.032% of spam, 178325 weighted)
# Average score for spam:  9.3    nonspam: -0.8
# Average for false-pos:   6.7  false-neg: 2.8
# TOTAL:              1231816  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20936  99.26%
# Correctly spam:     124791  93.93%
# False positives:       157  0.74%
# False negatives:      8059  6.07%
# TCR(l=50): 8.350619  SpamRecall: 93.934%  SpamPrec: 99.874%

##### 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: 166762  99.52%
# Correctly spam:     361740  33.99%
# False positives:       807  0.48%
# False negatives:    702507  66.01%
# TCR(l=50): 1.432640  SpamRecall: 33.990%  SpamPrec: 99.777%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20997  99.54%
# Correctly spam:      44848  33.76%
# False positives:        96  0.46%
# False negatives:     88002  66.24%
# TCR(l=50): 1.431542  SpamRecall: 33.758%  SpamPrec: 99.786%