Run
12989

Run 12989

Task 4 (Supervised Classification) labor Uploaded 22-05-2014 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)_C0.25
weka.J48(1)_M20

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
0.7966
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7427
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4653
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15.8357
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3324
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.457
Cross-validation details (10-fold Crossvalidation)
Number of instances
57
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
0.7705
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7368
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9393
Cross-validation details (10-fold Crossvalidation)
Recall
0.7368
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7272
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4773
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4114
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8619
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
948.1249[567.78666173126961016.3264661877167483.6674820550281913.39368876640651759.4502550697425]