DEVELOPMENT... OpenML
Run
28480

Run 28480

Task 4595 (Supervised Classification) ada_prior Uploaded 09-10-2014 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)_I20
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
0.8862
Per class
Build CPU time
1.6761
Build memory
2744213902.1671
F measure
0.8373
Per class
Kappa
0.5501
KB relative information score
19189.8249
Mean absolute error
0.2087
Mean prior absolute error
0.3732
Number of instances
45620
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8367
Per class
Predictive accuracy
0.8438
Prior entropy
0.8085
Recall
0.8438
Per class
Relative absolute error
0.5592
Root mean prior squared error
0.4319
Root mean squared error
0.3317
Root relative squared error
0.7679
SciMark benchmark
941.1627