Run
6935

Run 6935

Task 39 (Supervised Classification) sonar Uploaded 21-05-2014 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)_C0.9
weka.J48(1)_M15

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
0.7631
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6775
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3516
Cross-validation details (10-fold Crossvalidation)
KB relative information score
69.8441
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3336
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4978
Cross-validation details (10-fold Crossvalidation)
Number of instances
208
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
0.6774
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6779
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9968
Cross-validation details (10-fold Crossvalidation)
Recall
0.6779
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6702
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4989
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9554
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
937.5573[568.5269658043831015.2555353338006481.0671011934597914.66854765231311708.2681538059594]