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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 197250  17.818%  (99.615% of non-spam corpus)
# Correctly spam:     790269  71.388%  (86.940% of spam corpus)
# False positives:       763  0.069%  (0.385% of nonspam, 112244 weighted)
# False negatives:    118718  10.724%  (13.060% of spam, 270560 weighted)
# Average score for spam:  14.6    nonspam: 0.8
# Average for false-pos:   6.4  false-neg: 2.3
# TOTAL:              1107000  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24631  99.53%
# Correctly spam:      98550  86.86%
# False positives:       116  0.47%
# False negatives:     14905  13.14%
# TCR(l=50): 5.479594  SpamRecall: 86.863%  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: 188168  95.03%
# Correctly spam:     399029  43.90%
# False positives:      9845  4.97%
# False negatives:    509958  56.10%
# TCR(l=50): 0.906984  SpamRecall: 43.898%  SpamPrec: 97.592%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23529  95.08%
# Correctly spam:      49929  44.01%
# False positives:      1218  4.92%
# False negatives:     63526  55.99%
# TCR(l=50): 0.911827  SpamRecall: 44.008%  SpamPrec: 97.619%