DEVELOPMENT... OpenML
Run
27983

Run 27983

Task 3501 (Supervised Classification) white-clover Uploaded 09-10-2014 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)_I20
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
0.7265
Per class
Build CPU time
0.0221
Build memory
2128041592
F measure
0.6847
Per class
Kappa
0.3858
KB relative information score
14.9331
Mean absolute error
0.2225
Mean prior absolute error
0.2721
Number of instances
63
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6889
Per class
Predictive accuracy
0.6984
Prior entropy
1.4097
Recall
0.6984
Per class
Relative absolute error
0.8177
Root mean prior squared error
0.3647
Root mean squared error
0.3337
Root relative squared error
0.9152
SciMark benchmark
924.7895