DEVELOPMENT... OpenML
Run
28519

Run 28519

Task 4601 (Supervised Classification) ada_agnostic 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
0.8895
Per class
Build CPU time
7.123
Build memory
2098076407.596
F measure
0.8405
Per class
Kappa
0.5601
KB relative information score
19717.0903
Mean absolute error
0.2026
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
0.8395
Per class
Predictive accuracy
0.8461
Prior entropy
0.8085
Recall
0.8461
Per class
Relative absolute error
0.5428
Root mean prior squared error
0.4319
Root mean squared error
0.3299
Root relative squared error
0.7638
SciMark benchmark
927.333