DEVELOPMENT... OpenML
Run
97282

Run 97282

Task 3799 (Supervised Classification) fri_c3_500_10 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
0.947
Per class
Build CPU time
0.0438
Build memory
491192722.4
F measure
0.8657
Per class
Kappa
0.729
KB relative information score
307.506
Mean absolute error
0.2049
Mean prior absolute error
0.4961
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
0.8661
Per class
Predictive accuracy
0.866
Prior entropy
0.9945
Recall
0.866
Per class
Relative absolute error
0.4129
Root mean prior squared error
0.4981
Root mean squared error
0.3065
Root relative squared error
0.6153
SciMark benchmark
943.0033

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