DEVELOPMENT... OpenML
Run
45996

Run 45996

Task 4305 (Supervised Classification) ailerons Uploaded 30-10-2014 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)_I160
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
0.9525
Per class
Build CPU time
434.1302
Build memory
1067350873.04
F measure
0.8782
Per class
Kappa
0.7505
KB relative information score
102681.4451
Mean absolute error
0.1227
Mean prior absolute error
0.4884
Number of instances
137500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8782
Per class
Predictive accuracy
0.8784
Prior entropy
0.9832
Recall
0.8784
Per class
Relative absolute error
0.2511
Root mean prior squared error
0.4942
Root mean squared error
0.3323
Root relative squared error
0.6724
SciMark benchmark
945.2151

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