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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 203884  14.907%  (99.525% of non-spam corpus)
# Correctly spam:     1029368  75.264%  (88.523% of spam corpus)
# False positives:       973  0.071%  (0.475% of nonspam, 333728 weighted)
# False negatives:    133457  9.758%  (11.477% of spam, 427450 weighted)
# Average score for spam:  10.1    nonspam: 0.3
# Average for false-pos:   6.0  false-neg: 3.2
# TOTAL:              1367682  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  25481  99.41%
# Correctly spam:     128401  88.48%
# False positives:       152  0.59%
# False negatives:     16714  11.52%
# TCR(l=50): 5.968372  SpamRecall: 88.482%  SpamPrec: 99.882%

##### 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: 203841  99.50%
# Correctly spam:     795788  68.44%
# False positives:      1016  0.50%
# False negatives:    367037  31.56%
# TCR(l=50): 2.782963  SpamRecall: 68.436%  SpamPrec: 99.872%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  25499  99.48%
# Correctly spam:      99394  68.49%
# False positives:       134  0.52%
# False negatives:     45721  31.51%
# TCR(l=50): 2.768261  SpamRecall: 68.493%  SpamPrec: 99.865%