DEVELOPMENT... OpenML
Run
40982

Run 40982

Task 4551 (Supervised Classification) cmc Uploaded 29-10-2014 by Felicia West
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Flow

weka.MultiBoostAB_ADTree(2)Geoffrey I. Webb (2000). MultiBoosting: A Technique for Combining Boosting and Wagging. Machine Learning. Vol.40(No.2).
weka.ADTree(2)_B10
weka.ADTree(2)_E-3
weka.ADTree(2)_S1
weka.MultiBoostAB_ADTree(2)_C3
weka.MultiBoostAB_ADTree(2)_P100
weka.MultiBoostAB_ADTree(2)_S1
weka.MultiBoostAB_ADTree(2)_I80
weka.MultiBoostAB_ADTree(2)_Wweka.classifiers.trees.ADTree

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
0.762
Per class
Build CPU time
1.5596
Build memory
1314164249.1291
F measure
0.7093
Per class
Kappa
0.4033
KB relative information score
5919.4189
Mean absolute error
0.2916
Mean prior absolute error
0.4894
Number of instances
14730
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7167
Per class
Predictive accuracy
0.7165
Prior entropy
0.9846
Recall
0.7165
Per class
Relative absolute error
0.5958
Root mean prior squared error
0.4946
Root mean squared error
0.4949
Root relative squared error
1.0005
SciMark benchmark
942.9632