DEVELOPMENT... OpenML
Run
32573

Run 32573

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)_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
0.9347
Per class
Build CPU time
0.1394
Build memory
1082808975.9453
F measure
0.8464
Per class
Kappa
0.6899
KB relative information score
3013.1596
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
0.8475
Per class
Predictive accuracy
0.8462
Prior entropy
0.9912
Recall
0.8462
Per class
Relative absolute error
0.3664
Root mean prior squared error
0.4969
Root mean squared error
0.3273
Root relative squared error
0.6588
SciMark benchmark
946.9711