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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 314576  47.558%  (94.106% of non-spam corpus)
# Correctly spam:     248802  37.614%  (76.043% of spam corpus)
# False positives:     19702  2.979%  (5.894% of nonspam, 1681087 weighted)
# False negatives:     78384  11.850%  (23.957% of spam, 199214 weighted)
# Average score for spam:  9.7    nonspam: 0.0
# Average for false-pos:   8.7  false-neg: 2.5
# TOTAL:              661464  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  39083  93.83%
# Correctly spam:      31102  76.25%
# False positives:      2568  6.17%
# False negatives:      9689  23.75%
# TCR(l=50): 0.295396  SpamRecall: 76.247%  SpamPrec: 92.373%

##### 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: 329016  98.43%
# Correctly spam:      99763  30.49%
# False positives:      5262  1.57%
# False negatives:    227423  69.51%
# TCR(l=50): 0.667015  SpamRecall: 30.491%  SpamPrec: 94.990%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  40998  98.43%
# Correctly spam:      12432  30.48%
# False positives:       653  1.57%
# False negatives:     28359  69.52%
# TCR(l=50): 0.668606  SpamRecall: 30.477%  SpamPrec: 95.010%