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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 805790  50.353%  (99.626% of non-spam corpus)
# Correctly spam:     637054  39.809%  (80.490% of spam corpus)
# False positives:      3022  0.189%  (0.374% of nonspam,  89989 weighted)
# False negatives:    154420  9.650%  (19.510% of spam, 347301 weighted)
# Average score for spam:  9.1    nonspam: 0.6
# Average for false-pos:   6.1  false-neg: 2.2
# TOTAL:              1600286  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 100224  99.41%
# Correctly spam:      80780  81.92%
# False positives:       590  0.59%
# False negatives:     17830  18.08%
# TCR(l=50): 2.083457  SpamRecall: 81.919%  SpamPrec: 99.275%

##### 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: 791737  97.89%
# Correctly spam:     393145  49.67%
# False positives:     17075  2.11%
# False negatives:    398329  50.33%
# TCR(l=50): 0.632128  SpamRecall: 49.673%  SpamPrec: 95.838%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  98702  97.91%
# Correctly spam:      48860  49.55%
# False positives:      2112  2.09%
# False negatives:     49750  50.45%
# TCR(l=50): 0.634760  SpamRecall: 49.549%  SpamPrec: 95.857%