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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 152020  27.065%  (93.910% of non-spam corpus)
# Correctly spam:     288934  51.440%  (72.267% of spam corpus)
# False positives:      9858  1.755%  (6.090% of nonspam, 748140 weighted)
# False negatives:    110880  19.740%  (27.733% of spam, 205388 weighted)
# Average score for spam:  7.0    nonspam: 1.2
# Average for false-pos:   6.1  false-neg: 1.9
# TOTAL:              561692  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19134  93.75%
# Correctly spam:      35967  72.12%
# False positives:      1276  6.25%
# False negatives:     13904  27.88%
# TCR(l=50): 0.641807  SpamRecall: 72.120%  SpamPrec: 96.574%

##### 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: 153330  94.72%
# Correctly spam:      70468  17.63%
# False positives:      8548  5.28%
# False negatives:    329346  82.37%
# TCR(l=50): 0.528333  SpamRecall: 17.625%  SpamPrec: 89.182%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19316  94.64%
# Correctly spam:       8790  17.63%
# False positives:      1094  5.36%
# False negatives:     41081  82.37%
# TCR(l=50): 0.520677  SpamRecall: 17.625%  SpamPrec: 88.932%