DEVELOPMENT... OpenML
Run
27672

Run 27672

Task 3706 (Supervised Classification) stock Uploaded 08-10-2014 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
0.9917
Per class
Build CPU time
0.1632
Build memory
1238670190.4
F measure
0.9642
Per class
Kappa
0.9284
KB relative information score
848.1309
Mean absolute error
0.0577
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
0.9643
Per class
Predictive accuracy
0.9642
Prior entropy
0.9995
Recall
0.9642
Per class
Relative absolute error
0.1154
Root mean prior squared error
0.4998
Root mean squared error
0.1711
Root relative squared error
0.3423
SciMark benchmark
597.9964