DEVELOPMENT... OpenML
Run
32235

Run 32235

Task 3706 (Supervised Classification) stock 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)_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
0.9929
Per class
Build CPU time
0.938
Build memory
145514125.6
F measure
0.959
Per class
Kappa
0.9179
KB relative information score
845.2108
Mean absolute error
0.0591
Mean prior absolute error
0.4996
Number of instances
950
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.959
Per class
Predictive accuracy
0.9589
Prior entropy
0.9995
Recall
0.9589
Per class
Relative absolute error
0.1183
Root mean prior squared error
0.4998
Root mean squared error
0.1696
Root relative squared error
0.3393
SciMark benchmark
948.4026