DEVELOPMENT... OpenML
Run
29723

Run 29723

Task 4297 (Supervised Classification) fri_c2_100_5 Uploaded 12-10-2014 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)_I40
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.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

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

21 Evaluation measures

Area under ROC curve
0.8669
Per class
Build CPU time
0.0154
Build memory
286713003.52
F measure
0.8041
Per class
Kappa
0.5885
KB relative information score
475.7381
Mean absolute error
0.2607
Mean prior absolute error
0.4804
Number of instances
1000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8064
Per class
Predictive accuracy
0.807
Prior entropy
0.9721
Recall
0.807
Per class
Relative absolute error
0.5427
Root mean prior squared error
0.4899
Root mean squared error
0.3679
Root relative squared error
0.7509
SciMark benchmark
940.3795