DEVELOPMENT... OpenML
Run
31481

Run 31481

Task 1786 (Supervised Classification) mfeat-zernike 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)_I80
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
0.9666
Per class
Build CPU time
7.7813
Build memory
1185555176.8
F measure
0.7493
Per class
Kappa
0.7263
KB relative information score
7261.6546
Mean absolute error
0.0732
Mean prior absolute error
0.18
Number of instances
10000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7472
Per class
Predictive accuracy
0.7537
Prior entropy
3.3219
Recall
0.7537
Per class
Relative absolute error
0.4064
Root mean prior squared error
0.3
Root mean squared error
0.1836
Root relative squared error
0.6121
SciMark benchmark
941.9142