DEVELOPMENT... OpenML
Run
44204

Run 44204

Task 3630 (Supervised Classification) analcatdata_apnea3 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)_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
0.9022
Per class
Build CPU time
0.5523
Build memory
1446063212
F measure
0.9342
Per class
Kappa
0.6874
KB relative information score
273.7296
Mean absolute error
0.0652
Mean prior absolute error
0.2158
Number of instances
450
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9334
Per class
Predictive accuracy
0.9356
Prior entropy
0.5405
Recall
0.9356
Per class
Relative absolute error
0.302
Root mean prior squared error
0.3275
Root mean squared error
0.2516
Root relative squared error
0.7682
SciMark benchmark
945.8914