DEVELOPMENT... OpenML
Run
30952

Run 30952

Task 3737 (Supervised Classification) fri_c3_250_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)_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
0.9379
Per class
Build CPU time
0.7399
Build memory
2831963909.6
F measure
0.8478
Per class
Kappa
0.6896
KB relative information score
134.7501
Mean absolute error
0.2439
Mean prior absolute error
0.4908
Number of instances
250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8478
Per class
Predictive accuracy
0.848
Prior entropy
0.9868
Recall
0.848
Per class
Relative absolute error
0.4969
Root mean prior squared error
0.4954
Root mean squared error
0.3208
Root relative squared error
0.6477
SciMark benchmark
944.8321