DEVELOPMENT... OpenML
Run
30750

Run 30750

Task 1898 (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
1.7925
Build memory
1973571554
F measure
0.717
Per class
Kappa
0.6917
KB relative information score
15365.1591
Mean absolute error
0.063
Mean prior absolute error
0.18
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
0.7178
Per class
Predictive accuracy
0.7225
Prior entropy
3.3219
Recall
0.7225
Per class
Relative absolute error
0.3503
Root mean prior squared error
0.3
Root mean squared error
0.1828
Root relative squared error
0.6094
SciMark benchmark
947.1832