Run
7172

Run 7172

Task 23 (Supervised Classification) cmc Uploaded 21-05-2014 by Joaquin Vanschoren
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Flow

weka.J48(1)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(1)_C0.1
weka.J48(1)_M5

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.7104
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5455
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2947
Cross-validation details (10-fold Crossvalidation)
KB relative information score
355.0708
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3571
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4308
Cross-validation details (10-fold Crossvalidation)
Number of instances
1473
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5551
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5472
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5392
Cross-validation details (10-fold Crossvalidation)
Recall
0.5472
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8288
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4641
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.436
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9394
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
948.6869[561.2100229485231014.9881711071126484.7593072718849915.62691531260941766.8500850997275]