DEVELOPMENT... OpenML
Run
26917

Run 26917

Task 18 (Supervised Classification) mfeat-morphological Uploaded 08-10-2014 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
0.9593
Per class
Build CPU time
0.491
Build memory
150269640.8
F measure
0.7173
Per class
Kappa
0.6867
KB relative information score
1538.0267
Mean absolute error
0.0629
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
0.7179
Per class
Predictive accuracy
0.718
Prior entropy
3.3219
Recall
0.718
Per class
Relative absolute error
0.3493
Root mean prior squared error
0.3
Root mean squared error
0.1834
Root relative squared error
0.6113
SciMark benchmark
925.1673