DEVELOPMENT... OpenML
Run
32866

Run 32866

Task 4340 (Supervised Classification) fri_c1_250_50 Uploaded 14-10-2014 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
0.9504
Per class
Build CPU time
1.2723
Build memory
191566635.52
F measure
0.8806
Per class
Kappa
0.7586
KB relative information score
1540.3893
Mean absolute error
0.2066
Mean prior absolute error
0.4954
Number of instances
2500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8809
Per class
Predictive accuracy
0.8808
Prior entropy
0.9934
Recall
0.8808
Per class
Relative absolute error
0.417
Root mean prior squared error
0.4977
Root mean squared error
0.2993
Root relative squared error
0.6013
SciMark benchmark
944.5116