Run
10523

Run 10523

Task 39 (Supervised Classification) sonar 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
0.7118
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6879
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.375
Cross-validation details (10-fold Crossvalidation)
KB relative information score
69.5835
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3361
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
0.6898
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6875
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9968
Cross-validation details (10-fold Crossvalidation)
Recall
0.6875
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6753
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4989
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5151
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0326
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
946.758[559.41007791153281015.7907504114269482.7975877024999916.90802019261121758.8835103978397]