DEVELOPMENT... OpenML
Run
31761

Run 31761

Task 1823 (Supervised Classification) iris 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
0.9914
Per class
Build CPU time
0.0405
Build memory
930369873.6
F measure
0.9417
Per class
Kappa
0.912
KB relative information score
677.6863
Mean absolute error
0.0502
Mean prior absolute error
0.4444
Number of instances
750
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9424
Per class
Predictive accuracy
0.9413
Prior entropy
1.585
Recall
0.9413
Per class
Relative absolute error
0.1129
Root mean prior squared error
0.4714
Root mean squared error
0.1769
Root relative squared error
0.3752
SciMark benchmark
942.2145