DEVELOPMENT... OpenML
Run
32091

Run 32091

Task 4445 (Supervised Classification) fri_c1_100_50 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.

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
0.8108
Per class
Build CPU time
0.4691
Build memory
305335958.96
F measure
0.7057
Per class
Kappa
0.4035
KB relative information score
256.8289
Mean absolute error
0.381
Mean prior absolute error
0.4929
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
0.7207
Per class
Predictive accuracy
0.715
Prior entropy
0.99
Recall
0.715
Per class
Relative absolute error
0.7729
Root mean prior squared error
0.4964
Root mean squared error
0.4212
Root relative squared error
0.8485
SciMark benchmark
913.9098