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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 148923  36.756%  (97.793% of non-spam corpus)
# Correctly spam:     138956  34.296%  (54.948% of spam corpus)
# False positives:      3361  0.830%  (2.207% of nonspam, 165756 weighted)
# False negatives:    113932  28.119%  (45.052% of spam, 390675 weighted)
# Average score for spam:  9.0    nonspam: 0.8
# Average for false-pos:   5.9  false-neg: 3.4
# TOTAL:              405172  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18667  97.49%
# Correctly spam:      17352  54.98%
# False positives:       481  2.51%
# False negatives:     14207  45.02%
# TCR(l=50): 0.824921  SpamRecall: 54.983%  SpamPrec: 97.303%

##### 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: 148524  97.53%
# Correctly spam:     110605  43.74%
# False positives:      3760  2.47%
# False negatives:    142283  56.26%
# TCR(l=50): 0.765671  SpamRecall: 43.737%  SpamPrec: 96.712%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18654  97.42%
# Correctly spam:      13879  43.98%
# False positives:       494  2.58%
# False negatives:     17680  56.02%
# TCR(l=50): 0.744667  SpamRecall: 43.978%  SpamPrec: 96.563%