Run
10723

Run 10723

Task 12 (Supervised Classification) mfeat-factors 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)_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
0.9546
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.875
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8606
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1734.6514
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0291
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
2000
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
0.876
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8745
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.8745
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1618
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1453
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4844
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
906.8824[559.76915123019011016.0585376856843484.10363182779514892.86100236006771581.6198160243612]