DEVELOPMENT... OpenML
Run
31184

Run 31184

Task 4295 (Supervised Classification) analcatdata_vineyard 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
0.9341
Per class
Build CPU time
0.0838
Build memory
2981255760.8633
F measure
0.846
Per class
Kappa
0.689
KB relative information score
3012.3749
Mean absolute error
0.181
Mean prior absolute error
0.4939
Number of instances
4680
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8469
Per class
Predictive accuracy
0.8457
Prior entropy
0.9912
Recall
0.8457
Per class
Relative absolute error
0.3666
Root mean prior squared error
0.4969
Root mean squared error
0.328
Root relative squared error
0.6601
SciMark benchmark
946.4127