DEVELOPMENT... OpenML
Run
30937

Run 30937

Task 4245 (Supervised Classification) analcatdata_boxing1 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)_I80
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
0.852
Per class
Build CPU time
0.0144
Build memory
1088213645.68
F measure
0.8505
Per class
Kappa
0.6655
KB relative information score
576.1284
Mean absolute error
0.2454
Mean prior absolute error
0.4557
Number of instances
1200
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8563
Per class
Predictive accuracy
0.855
Prior entropy
0.9362
Recall
0.855
Per class
Relative absolute error
0.5385
Root mean prior squared error
0.477
Root mean squared error
0.3648
Root relative squared error
0.7648
SciMark benchmark
935.4661