DEVELOPMENT... OpenML
Run
97187

Run 97187

Task 3759 (Supervised Classification) fri_c3_500_25 Uploaded 08-12-2014 by Felicia West
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Flow

weka.Bagging_REPTree(3)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_REPTree(3)_I10
weka.Bagging_REPTree(3)_P100
weka.Bagging_REPTree(3)_S1
weka.Bagging_REPTree(3)_Wweka.classifiers.trees.REPTree
weka.Bagging_REPTree(3)_num-slots1
weka.REPTree(5)_I0.0
weka.REPTree(5)_L-1
weka.REPTree(5)_M2
weka.REPTree(5)_N3
weka.REPTree(5)_S1
weka.REPTree(5)_V0.001

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
0.9417
Per class
Build CPU time
0.0875
Build memory
436026203.2
F measure
0.8681
Per class
Kappa
0.7327
KB relative information score
288.4398
Mean absolute error
0.2251
Mean prior absolute error
0.4928
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8684
Per class
Predictive accuracy
0.868
Prior entropy
0.9897
Recall
0.868
Per class
Relative absolute error
0.4568
Root mean prior squared error
0.4964
Root mean squared error
0.313
Root relative squared error
0.6306
SciMark benchmark
933.0871