DEVELOPMENT... OpenML
Run
83176

Run 83176

Task 3774 (Supervised Classification) fri_c2_250_5 Uploaded 02-12-2014 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)_I160
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
0.9468
Per class
Build CPU time
0.106
Build memory
997361496.8
F measure
0.8758
Per class
Kappa
0.7476
KB relative information score
154.3163
Mean absolute error
0.2054
Mean prior absolute error
0.4929
Number of instances
250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8759
Per class
Predictive accuracy
0.876
Prior entropy
0.9898
Recall
0.876
Per class
Relative absolute error
0.4168
Root mean prior squared error
0.4964
Root mean squared error
0.301
Root relative squared error
0.6064
SciMark benchmark
949.2096