DEVELOPMENT... OpenML
Run
29738

Run 29738

Task 4301 (Supervised Classification) fri_c1_250_5 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
0.9513
Per class
Build CPU time
0.068
Build memory
1521603028.64
F measure
0.8839
Per class
Kappa
0.7672
KB relative information score
1781.5131
Mean absolute error
0.1508
Mean prior absolute error
0.4989
Number of instances
2500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8841
Per class
Predictive accuracy
0.884
Prior entropy
0.9984
Recall
0.884
Per class
Relative absolute error
0.3023
Root mean prior squared error
0.4994
Root mean squared error
0.2843
Root relative squared error
0.5692
SciMark benchmark
923.7454