DEVELOPMENT... OpenML
Run
44693

Run 44693

Task 3753 (Supervised Classification) cloud 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
0.8752
Per class
Build CPU time
0.0254
Build memory
1256161125.7778
F measure
0.8986
Per class
Kappa
0.7579
KB relative information score
55.22
Mean absolute error
0.2207
Mean prior absolute error
0.4185
Number of instances
108
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8992
Per class
Predictive accuracy
0.8981
Prior entropy
0.8813
Recall
0.8981
Per class
Relative absolute error
0.5273
Root mean prior squared error
0.4566
Root mean squared error
0.3253
Root relative squared error
0.7124
SciMark benchmark
890.4487