DEVELOPMENT... OpenML
Run
30032

Run 30032

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)_I40
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
0.965
Per class
Build CPU time
4.3223
Build memory
97244528
F measure
0.7469
Per class
Kappa
0.7234
KB relative information score
7260.6493
Mean absolute error
0.073
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
0.7448
Per class
Predictive accuracy
0.7511
Prior entropy
3.3219
Recall
0.7511
Per class
Relative absolute error
0.4057
Root mean prior squared error
0.3
Root mean squared error
0.1842
Root relative squared error
0.6139
SciMark benchmark
934.0947