Run
13328

Run 13328

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)_C0.05
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
0.7096
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6825
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3617
Cross-validation details (10-fold Crossvalidation)
KB relative information score
74.1469
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3208
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
0.6823
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6827
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9968
Cross-validation details (10-fold Crossvalidation)
Recall
0.6827
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6445
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4989
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5379
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0782
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
945.9314[561.2100229485231014.7209476623404483.449727694041904.56866745157771765.707548606275]