DEVELOPMENT... OpenML
Run
30950

Run 30950

Task 4503 (Supervised Classification) fri_c1_250_10 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
0.9509
Per class
Build CPU time
0.1436
Build memory
797052038.32
F measure
0.8636
Per class
Kappa
0.7225
KB relative information score
1599.9437
Mean absolute error
0.1891
Mean prior absolute error
0.4929
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
0.864
Per class
Predictive accuracy
0.864
Prior entropy
0.9898
Recall
0.864
Per class
Relative absolute error
0.3836
Root mean prior squared error
0.4964
Root mean squared error
0.2999
Root relative squared error
0.6041
SciMark benchmark
927.2423