DEVELOPMENT... OpenML
Run
45017

Run 45017

Task 4587 (Supervised Classification) pendigits 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
0.9967
Per class
Build CPU time
132.4787
Build memory
595089658.1654
F measure
0.9983
Per class
Kappa
0.991
KB relative information score
108558.1977
Mean absolute error
0.0017
Mean prior absolute error
0.1865
Number of instances
109920
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9983
Per class
Predictive accuracy
0.9983
Prior entropy
0.482
Recall
0.9983
Per class
Relative absolute error
0.0089
Root mean prior squared error
0.3054
Root mean squared error
0.0402
Root relative squared error
0.1317
SciMark benchmark
931.1116