DEVELOPMENT... OpenML
Run
29548

Run 29548

Task 3742 (Supervised Classification) fri_c4_100_10 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
0.9012
Per class
Build CPU time
0.0257
Build memory
747993637.6
F measure
0.7992
Per class
Kappa
0.5966
KB relative information score
49.3251
Mean absolute error
0.2658
Mean prior absolute error
0.4982
Number of instances
100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.801
Per class
Predictive accuracy
0.8
Prior entropy
0.9975
Recall
0.8
Per class
Relative absolute error
0.5335
Root mean prior squared error
0.4991
Root mean squared error
0.3578
Root relative squared error
0.717
SciMark benchmark
923.7316