DEVELOPMENT... OpenML
Run
26859

Run 26859

Task 270 (Supervised Classification) glass Uploaded 08-10-2014 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
0.8968
Per class
Build CPU time
0.064
Build memory
136851128
F measure
0.7487
Per class
Kappa
0.6528
KB relative information score
43.1181
Mean absolute error
0.1123
Mean prior absolute error
0.2127
Number of instances
70
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7746
Per class
Predictive accuracy
0.7429
Prior entropy
2.2315
Recall
0.7429
Per class
Relative absolute error
0.5278
Root mean prior squared error
0.3261
Root mean squared error
0.2419
Root relative squared error
0.7416
SciMark benchmark
947.0581