DEVELOPMENT... OpenML
Run
36154

Run 36154

Task 4518 (Supervised Classification) arsenic-female-lung Uploaded 28-10-2014 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)_I10
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
0.8509
Per class
Build CPU time
0.0938
Build memory
792368112.9589
F measure
0.9857
Per class
Kappa
0.768
KB relative information score
3674.1107
Mean absolute error
0.0136
Mean prior absolute error
0.0672
Number of instances
5590
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9859
Per class
Predictive accuracy
0.9866
Prior entropy
0.222
Recall
0.9866
Per class
Relative absolute error
0.2019
Root mean prior squared error
0.1812
Root mean squared error
0.1151
Root relative squared error
0.6354
SciMark benchmark
943.404