DEVELOPMENT... OpenML
Run
28014

Run 28014

Task 4530 (Supervised Classification) mfeat-morphological 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
0.993
Per class
Build CPU time
0.1289
Build memory
1284554911.6
F measure
0.9972
Per class
Kappa
0.9843
KB relative information score
19305.4441
Mean absolute error
0.0056
Mean prior absolute error
0.1803
Number of instances
20000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9972
Per class
Predictive accuracy
0.9972
Prior entropy
0.4703
Recall
0.9972
Per class
Relative absolute error
0.031
Root mean prior squared error
0.3
Root mean squared error
0.0515
Root relative squared error
0.1716
SciMark benchmark
943.6227