DEVELOPMENT... OpenML
Run
29776

Run 29776

Task 3798 (Supervised Classification) fri_c1_250_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
0.9417
Per class
Build CPU time
0.1208
Build memory
2697810244
F measure
0.8598
Per class
Kappa
0.7151
KB relative information score
156.8576
Mean absolute error
0.195
Mean prior absolute error
0.4929
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
0.8598
Per class
Predictive accuracy
0.86
Prior entropy
0.9898
Recall
0.86
Per class
Relative absolute error
0.3957
Root mean prior squared error
0.4964
Root mean squared error
0.3073
Root relative squared error
0.6191
SciMark benchmark
942.0734