DEVELOPMENT... OpenML
Run
31018

Run 31018

Task 4261 (Supervised Classification) analcatdata_cyyoung8092 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
0.8388
Per class
Build CPU time
0.0323
Build memory
1405643455.2577
F measure
0.7758
Per class
Kappa
0.3684
KB relative information score
313.5826
Mean absolute error
0.2499
Mean prior absolute error
0.375
Number of instances
970
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7744
Per class
Predictive accuracy
0.7918
Prior entropy
0.8153
Recall
0.7918
Per class
Relative absolute error
0.6665
Root mean prior squared error
0.4315
Root mean squared error
0.3536
Root relative squared error
0.8193
SciMark benchmark
938.5383