Run
16237

Run 16237

Task 2075 (Supervised Classification) abalone Uploaded 04-06-2014 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)_C0.25
weka.J48(1)_M20

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
0.7281
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2425
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1568
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1056.033
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0556
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0618
Cross-validation details (10-fold Crossvalidation)
Number of instances
4177
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
0.2345
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2571
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6268
Cross-validation details (10-fold Crossvalidation)
Recall
0.2571
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9001
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1757
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1707
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9714
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
944.6774[558.33570187255211012.8541257252805482.5806157404377906.75889678256981762.8578651418343]