DEVELOPMENT... OpenML
Run
28227

Run 28227

Task 3544 (Supervised Classification) analcatdata_broadwaymult 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
0.7424
Per class
Build CPU time
0.0161
Build memory
1621050111.0456
F measure
0.3622
Per class
Kappa
0.2821
KB relative information score
76.8263
Mean absolute error
0.1812
Mean prior absolute error
0.2203
Number of instances
285
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.2855
Per class
Predictive accuracy
0.5088
Prior entropy
2.4897
Recall
0.5088
Per class
Relative absolute error
0.8223
Root mean prior squared error
0.3314
Root mean squared error
0.3022
Root relative squared error
0.9117
SciMark benchmark
942.1239