DEVELOPMENT... OpenML
Run
29582

Run 29582

Task 4261 (Supervised Classification) analcatdata_cyyoung8092 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
0.8367
Per class
Build CPU time
0.019
Build memory
1199514672.4371
F measure
0.7721
Per class
Kappa
0.3598
KB relative information score
303.883
Mean absolute error
0.2538
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
0.7692
Per class
Predictive accuracy
0.7866
Prior entropy
0.8153
Recall
0.7866
Per class
Relative absolute error
0.6768
Root mean prior squared error
0.4315
Root mean squared error
0.3568
Root relative squared error
0.8268
SciMark benchmark
937.6858