Run
20414

Run 20414

Task 2079 (Supervised Classification) eucalyptus Uploaded 18-06-2014 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)_C0.9
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
0.7829
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5715
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4514
Cross-validation details (10-fold Crossvalidation)
KB relative information score
375.9798
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1747
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3132
Cross-validation details (10-fold Crossvalidation)
Number of instances
736
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
0.5731
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5707
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2629
Cross-validation details (10-fold Crossvalidation)
Recall
0.5707
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5576
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3957
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3782
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9558
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
933.5266[535.04314266949961014.7209476623404440.41913041863154911.17132945493631766.2785639901995]