DEVELOPMENT... OpenML
Run
31557

Run 31557

Task 3592 (Supervised Classification) fri_c2_100_5 Uploaded 13-10-2014 by Felicia West
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Flow

weka.Bagging_J48(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(2)_I160
weka.Bagging_J48(2)_P100
weka.Bagging_J48(2)_S1
weka.Bagging_J48(2)_Wweka.classifiers.trees.J48
weka.Bagging_J48(2)_num-slots1
weka.J48(3)_C0.25
weka.J48(3)_M2

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.8638
Per class
Build CPU time
0.0521
Build memory
65062657.6
F measure
0.7653
Per class
Kappa
0.5064
KB relative information score
45.7347
Mean absolute error
0.2673
Mean prior absolute error
0.4804
Number of instances
100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7687
Per class
Predictive accuracy
0.77
Prior entropy
0.9721
Recall
0.77
Per class
Relative absolute error
0.5565
Root mean prior squared error
0.4899
Root mean squared error
0.3747
Root relative squared error
0.7648
SciMark benchmark
939.0077