DEVELOPMENT... OpenML
Run
41230

Run 41230

Task 1779 (Supervised Classification) breast-w 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
0.9642
Per class
Build CPU time
0.8425
Build memory
194502025.9456
F measure
0.9626
Per class
Kappa
0.9173
KB relative information score
3191.9132
Mean absolute error
0.0374
Mean prior absolute error
0.452
Number of instances
3495
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9626
Per class
Predictive accuracy
0.9625
Prior entropy
0.9297
Recall
0.9625
Per class
Relative absolute error
0.0827
Root mean prior squared error
0.4753
Root mean squared error
0.1926
Root relative squared error
0.4052
SciMark benchmark
934.1739