DEVELOPMENT... OpenML
Run
81482

Run 81482

Task 3634 (Supervised Classification) fri_c3_100_25 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)_I40
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
0.7818
Per class
Build CPU time
0.0535
Build memory
1661319806.4
F measure
0.7064
Per class
Kappa
0.4057
KB relative information score
15.0303
Mean absolute error
0.4344
Mean prior absolute error
0.4951
Number of instances
100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7101
Per class
Predictive accuracy
0.71
Prior entropy
0.9931
Recall
0.71
Per class
Relative absolute error
0.8774
Root mean prior squared error
0.4975
Root mean squared error
0.4499
Root relative squared error
0.9043
SciMark benchmark
943.4766