DEVELOPMENT... OpenML
Run
33072

Run 33072

Task 18 (Supervised Classification) mfeat-morphological Uploaded 14-10-2014 by Felicia West
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Flow

weka.Bagging_JRip(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_JRip(2)_I160
weka.Bagging_JRip(2)_P100
weka.Bagging_JRip(2)_S1
weka.Bagging_JRip(2)_Wweka.classifiers.rules.JRip
weka.Bagging_JRip(2)_num-slots1
weka.JRip(2)_F3
weka.JRip(2)_N2.0
weka.JRip(2)_O2
weka.JRip(2)_S1

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
0.9627
Per class
Build CPU time
48.6183
Build memory
2519155097.6
F measure
0.72
Per class
Kappa
0.69
KB relative information score
1484.1289
Mean absolute error
0.071
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
0.7225
Per class
Predictive accuracy
0.721
Prior entropy
3.3219
Recall
0.721
Per class
Relative absolute error
0.3945
Root mean prior squared error
0.3
Root mean squared error
0.1826
Root relative squared error
0.6087
SciMark benchmark
945.9758