Run
18561

Run 18561

Task 27 (Supervised Classification) colic Uploaded 10-06-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_J48(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(1)_I10
weka.Bagging_J48(1)_P100
weka.Bagging_J48(1)_S1
weka.Bagging_J48(1)_Wweka.classifiers.trees.J48
weka.Bagging_J48(1)_num-slots1
weka.J48(1)_C0.25
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
0.8373
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8423
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6577
Cross-validation details (10-fold Crossvalidation)
KB relative information score
193.8946
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2341
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4662
Cross-validation details (10-fold Crossvalidation)
Number of instances
368
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
0.8445
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8451
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9509
Cross-validation details (10-fold Crossvalidation)
Recall
0.8451
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5022
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4827
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3543
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7341
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
907.7698[559.76915123019011003.6224224327092483.0148066605872909.90626928802961582.5364742315753]