DEVELOPMENT... OpenML
Run
40263

Run 40263

Task 4380 (Supervised Classification) pbc 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)_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
0.7622
Per class
Build CPU time
1.8455
Build memory
1590662422.3943
F measure
0.7027
Per class
Kappa
0.3987
KB relative information score
1650.4935
Mean absolute error
0.2982
Mean prior absolute error
0.495
Number of instances
4180
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7025
Per class
Predictive accuracy
0.7031
Prior entropy
0.9928
Recall
0.7031
Per class
Relative absolute error
0.6025
Root mean prior squared error
0.4975
Root mean squared error
0.5311
Root relative squared error
1.0676
SciMark benchmark
942.3742