Run
13346

Run 13346

Task 6 (Supervised Classification) letter 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)_C0.9
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
0.9746
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8139
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8063
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16537.7988
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0194
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.074
Cross-validation details (10-fold Crossvalidation)
Number of instances
20000
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
0.8148
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8138
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.6998
Cross-validation details (10-fold Crossvalidation)
Recall
0.8138
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2627
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1923
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1029
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5351
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
948.5758[571.13312392843851014.4538012229739483.6674820550281915.30723635829941758.3172656914378]