Run
20280

Run 20280

Task 2073 (Supervised Classification) yeast Uploaded 18-06-2014 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)_C0.9
weka.J48(1)_M10

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.

17 Evaluation measures

Area under ROC curve
0.7908
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5473
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4238
Cross-validation details (10-fold Crossvalidation)
KB relative information score
659.5771
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.106
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1555
Cross-validation details (10-fold Crossvalidation)
Number of instances
1484
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5415
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5586
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5035
Cross-validation details (10-fold Crossvalidation)
Recall
0.5586
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6818
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2787
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2449
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8788
Cross-validation details (10-fold Crossvalidation)