DEVELOPMENT... OpenML
Run
27570

Run 27570

Task 4458 (Supervised Classification) cloud Uploaded 08-10-2014 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)_I20
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
0.8606
Per class
Build CPU time
0.014
Build memory
4248468446.6148
F measure
0.7976
Per class
Kappa
0.5012
KB relative information score
387.8598
Mean absolute error
0.272
Mean prior absolute error
0.4185
Number of instances
1080
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7983
Per class
Predictive accuracy
0.8056
Prior entropy
0.8813
Recall
0.8056
Per class
Relative absolute error
0.6499
Root mean prior squared error
0.4566
Root mean squared error
0.367
Root relative squared error
0.8038
SciMark benchmark
898.4871