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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 167219  38.693%  (96.053% of non-spam corpus)
# Correctly spam:     142886  33.063%  (55.367% of spam corpus)
# False positives:      6872  1.590%  (3.947% of nonspam, 319549 weighted)
# False negatives:    115187  26.654%  (44.633% of spam, 266307 weighted)
# Average score for spam:  8.5    nonspam: 0.9
# Average for false-pos:   6.3  false-neg: 2.3
# TOTAL:              432164  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20949  95.74%
# Correctly spam:      17771  55.11%
# False positives:       932  4.26%
# False negatives:     14475  44.89%
# TCR(l=50): 0.527974  SpamRecall: 55.111%  SpamPrec: 95.017%

##### 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: 168257  96.65%
# Correctly spam:      59345  23.00%
# False positives:      5834  3.35%
# False negatives:    198728  77.00%
# TCR(l=50): 0.526220  SpamRecall: 22.995%  SpamPrec: 91.049%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21117  96.51%
# Correctly spam:       7443  23.08%
# False positives:       764  3.49%
# False negatives:     24803  76.92%
# TCR(l=50): 0.511817  SpamRecall: 23.082%  SpamPrec: 90.691%