Run
7509

Run 7509

Task 41 (Supervised Classification) soybean 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)_C0.01
weka.J48(1)_M2

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
0.9869
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.91
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9035
Cross-validation details (10-fold Crossvalidation)
KB relative information score
619.5453
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0141
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0961
Cross-validation details (10-fold Crossvalidation)
Number of instances
683
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
0.9121
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9122
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.8572
Cross-validation details (10-fold Crossvalidation)
Recall
0.9122
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1465
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2191
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0848
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3869
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
928.0781[561.029481566851924.1990276952541484.54051677983614911.17132945493631759.4501199261804]