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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 169047  56.049%  (97.489% of non-spam corpus)
# Correctly spam:      75197  24.932%  (58.654% of spam corpus)
# False positives:      4354  1.444%  (2.511% of nonspam,  96129 weighted)
# False negatives:     53008  17.575%  (41.346% of spam, 118062 weighted)
# Average score for spam:  8.3    nonspam: 0.9
# Average for false-pos:   6.0  false-neg: 2.2
# TOTAL:              301606  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21246  97.51%
# Correctly spam:       9373  58.19%
# False positives:       543  2.49%
# False negatives:      6735  41.81%
# TCR(l=50): 0.475373  SpamRecall: 58.188%  SpamPrec: 94.524%

##### 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: 169674  97.85%
# Correctly spam:      43903  34.24%
# False positives:      3727  2.15%
# False negatives:     84302  65.76%
# TCR(l=50): 0.473689  SpamRecall: 34.244%  SpamPrec: 92.175%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21353  98.00%
# Correctly spam:       5529  34.32%
# False positives:       436  2.00%
# False negatives:     10579  65.68%
# TCR(l=50): 0.497483  SpamRecall: 34.325%  SpamPrec: 92.691%