DEVELOPMENT... OpenML
Run
35970

Run 35970

Task 4476 (Supervised Classification) chscase_census3 Uploaded 28-10-2014 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)_I10
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
0.4527
Per class
Build CPU time
0.1305
Build memory
192470246.4
F measure
0.4694
Per class
Kappa
-0.0627
KB relative information score
-236.8189
Mean absolute error
0.5276
Mean prior absolute error
0.4992
Number of instances
4000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.4692
Per class
Predictive accuracy
0.4715
Prior entropy
0.9989
Recall
0.4715
Per class
Relative absolute error
1.057
Root mean prior squared error
0.4996
Root mean squared error
0.6455
Root relative squared error
1.2921
SciMark benchmark
940.9202