DEVELOPMENT... OpenML
Run
32903

Run 32903

Task 4346 (Supervised Classification) fri_c2_100_25 Uploaded 14-10-2014 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
0.8814
Per class
Build CPU time
0.2116
Build memory
1249219092.32
F measure
0.8447
Per class
Kappa
0.6828
KB relative information score
512.6173
Mean absolute error
0.2559
Mean prior absolute error
0.4904
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
0.8447
Per class
Predictive accuracy
0.845
Prior entropy
0.9864
Recall
0.845
Per class
Relative absolute error
0.5219
Root mean prior squared error
0.4951
Root mean squared error
0.3558
Root relative squared error
0.7187
SciMark benchmark
942.3998