DEVELOPMENT... OpenML
Run
41021

Run 41021

Task 4296 (Supervised Classification) bank8FM 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
0.9832
Per class
Build CPU time
32.2747
Build memory
958912689.5059
F measure
0.9413
Per class
Kappa
0.878
KB relative information score
71701.1084
Mean absolute error
0.0592
Mean prior absolute error
0.4815
Number of instances
81920
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9413
Per class
Predictive accuracy
0.9414
Prior entropy
0.9731
Recall
0.9414
Per class
Relative absolute error
0.123
Root mean prior squared error
0.4906
Root mean squared error
0.2306
Root relative squared error
0.47
SciMark benchmark
934.1739