DEVELOPMENT... OpenML
Run
32172

Run 32172

Task 4206 (Supervised Classification) white-clover 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
0.7475
Per class
Build CPU time
0.1728
Build memory
1252827387.0857
F measure
0.6951
Per class
Kappa
0.4248
KB relative information score
160.4517
Mean absolute error
0.217
Mean prior absolute error
0.2721
Number of instances
630
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.689
Per class
Predictive accuracy
0.7111
Prior entropy
1.4097
Recall
0.7111
Per class
Relative absolute error
0.7975
Root mean prior squared error
0.3647
Root mean squared error
0.3287
Root relative squared error
0.9014
SciMark benchmark
942.8701