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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 359219  37.864%  (99.824% of non-spam corpus)
# Correctly spam:     523143  55.143%  (88.842% of spam corpus)
# False positives:       633  0.067%  (0.176% of nonspam,  84844 weighted)
# False negatives:     65706  6.926%  (11.158% of spam, 117956 weighted)
# Average score for spam:  14.5    nonspam: -1.9
# Average for false-pos:   8.2  false-neg: 1.8
# TOTAL:              948701  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  44747  99.81%
# Correctly spam:      65347  88.88%
# False positives:        87  0.19%
# False negatives:      8177  11.12%
# TCR(l=50): 5.869242  SpamRecall: 88.878%  SpamPrec: 99.867%

##### 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: 358017  99.49%
# Correctly spam:     383394  65.11%
# False positives:      1835  0.51%
# False negatives:    205455  34.89%
# TCR(l=50): 1.981289  SpamRecall: 65.109%  SpamPrec: 99.524%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  44618  99.52%
# Correctly spam:      47988  65.27%
# False positives:       216  0.48%
# False negatives:     25536  34.73%
# TCR(l=50): 2.023448  SpamRecall: 65.268%  SpamPrec: 99.552%