DEVELOPMENT... OpenML
Run
29717

Run 29717

Task 4295 (Supervised Classification) analcatdata_vineyard Uploaded 12-10-2014 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
0.9322
Per class
Build CPU time
0.0427
Build memory
590810250.2923
F measure
0.8455
Per class
Kappa
0.6879
KB relative information score
3007.0365
Mean absolute error
0.1815
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
0.8463
Per class
Predictive accuracy
0.8453
Prior entropy
0.9912
Recall
0.8453
Per class
Relative absolute error
0.3675
Root mean prior squared error
0.4969
Root mean squared error
0.3296
Root relative squared error
0.6633
SciMark benchmark
939.6155