DEVELOPMENT... OpenML
Run
30235

Run 30235

Task 18 (Supervised Classification) mfeat-morphological 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
0.9617
Per class
Build CPU time
2.3088
Build memory
105267382.4
F measure
0.7134
Per class
Kappa
0.6839
KB relative information score
1539.5567
Mean absolute error
0.063
Mean prior absolute error
0.18
Number of instances
2000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7137
Per class
Predictive accuracy
0.7155
Prior entropy
3.3219
Recall
0.7155
Per class
Relative absolute error
0.3498
Root mean prior squared error
0.3
Root mean squared error
0.1822
Root relative squared error
0.6073
SciMark benchmark
943.268