Run
14100

Run 14100

Task 14 (Supervised Classification) mfeat-fourier 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)_C0.6
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
0.8987
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7619
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7372
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1533.5637
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0496
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
0.7633
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7635
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.7635
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2756
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.203
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6765
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
945.0915[557.4434863238911015.7906865781697483.23216931738307911.80521739130441757.1857345400422]
Total cost