DEVELOPMENT... OpenML
Run
32505

Run 32505

Task 4530 (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)_I160
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
0.9946
Per class
Build CPU time
0.9957
Build memory
895075062
F measure
0.9973
Per class
Kappa
0.9851
KB relative information score
19340.758
Mean absolute error
0.0054
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
0.9974
Per class
Predictive accuracy
0.9974
Prior entropy
0.4703
Recall
0.9974
Per class
Relative absolute error
0.0298
Root mean prior squared error
0.3
Root mean squared error
0.0501
Root relative squared error
0.1669
SciMark benchmark
938.199