DEVELOPMENT... OpenML
Run
82568

Run 82568

Task 1778 (Supervised Classification) mfeat-fourier 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
0.9755
Per class
Build CPU time
4.1406
Build memory
244127033.6
F measure
0.7863
Per class
Kappa
0.763
KB relative information score
7619.7025
Mean absolute error
0.0674
Mean prior absolute error
0.18
Number of instances
10000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.788
Per class
Predictive accuracy
0.7867
Prior entropy
3.3219
Recall
0.7867
Per class
Relative absolute error
0.3747
Root mean prior squared error
0.3
Root mean squared error
0.1701
Root relative squared error
0.5669
SciMark benchmark
944.2422