DEVELOPMENT... OpenML
Run
30093

Run 30093

Task 4610 (Supervised Classification) mc2 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)_I80
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
0.7519
Per class
Build CPU time
0.391
Build memory
83305169.3118
F measure
0.7031
Per class
Kappa
0.2993
KB relative information score
327.9652
Mean absolute error
0.3466
Mean prior absolute error
0.4381
Number of instances
1610
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7072
Per class
Predictive accuracy
0.7236
Prior entropy
0.9099
Recall
0.7236
Per class
Relative absolute error
0.791
Root mean prior squared error
0.4676
Root mean squared error
0.4278
Root relative squared error
0.9149
SciMark benchmark
898.5874