Run
7530

Run 7530

Task 4 (Supervised Classification) labor 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)_C0.1
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
0.7277
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7867
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.527
Cross-validation details (10-fold Crossvalidation)
KB relative information score
22.4731
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2855
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.457
Cross-validation details (10-fold Crossvalidation)
Number of instances
57
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
0.786
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7895
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9393
Cross-validation details (10-fold Crossvalidation)
Recall
0.7895
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6248
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4773
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4165
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8728
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
902.42[567.4172322112764796.2624533445282483.8854846559526914.66854765231311749.8664669073971]