DEVELOPMENT... OpenML
Run
82258

Run 82258

Task 3695 (Supervised Classification) fri_c2_250_10 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)_I80
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
0.9382
Per class
Build CPU time
0.1012
Build memory
335992736.8
F measure
0.9035
Per class
Kappa
0.7907
KB relative information score
165.3838
Mean absolute error
0.1711
Mean prior absolute error
0.4633
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
0.9035
Per class
Predictive accuracy
0.904
Prior entropy
0.9468
Recall
0.904
Per class
Relative absolute error
0.3692
Root mean prior squared error
0.4812
Root mean squared error
0.2786
Root relative squared error
0.579
SciMark benchmark
939.8999