DEVELOPMENT... OpenML
Run
28742

Run 28742

Task 18 (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)_I40
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
0.9616
Per class
Build CPU time
1.0043
Build memory
1666593455.2
F measure
0.7119
Per class
Kappa
0.6856
KB relative information score
1537.5321
Mean absolute error
0.0631
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
0.7127
Per class
Predictive accuracy
0.717
Prior entropy
3.3219
Recall
0.717
Per class
Relative absolute error
0.3505
Root mean prior squared error
0.3
Root mean squared error
0.1829
Root relative squared error
0.6098
SciMark benchmark
920.4901