Run
10344

Run 10344

Task 9 (Supervised Classification) autos 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)_C0.8
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
0.8859
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8049
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7453
Cross-validation details (10-fold Crossvalidation)
KB relative information score
151.3778
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0635
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2209
Cross-validation details (10-fold Crossvalidation)
Number of instances
205
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
0.807
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8049
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.3268
Cross-validation details (10-fold Crossvalidation)
Recall
0.8049
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2872
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3318
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2323
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7001
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
947.2427[566.12807181085051016.0585376856843484.1035797902428909.90626928802961760.017229859821]