Run
20413

Run 20413

Task 40 (Supervised Classification) glass Uploaded 18-06-2014 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)_I20
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
0.8978
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7286
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6376
Cross-validation details (10-fold Crossvalidation)
KB relative information score
129.673
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1049
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2116
Cross-validation details (10-fold Crossvalidation)
Number of instances
214
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
0.7346
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7336
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2315
Cross-validation details (10-fold Crossvalidation)
Recall
0.7336
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4956
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3244
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2336
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7201
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
944.8986[561.20997989739871014.1868590421574483.449727694041909.59057174132591756.0556588021248]