DEVELOPMENT... OpenML
Run
40369

Run 40369

Task 4386 (Supervised Classification) puma8NH 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
0.9092
Per class
Build CPU time
35.7633
Build memory
850128295.2188
F measure
0.8295
Per class
Kappa
0.659
KB relative information score
53377.7555
Mean absolute error
0.1751
Mean prior absolute error
0.5
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
0.8297
Per class
Predictive accuracy
0.8295
Prior entropy
1
Recall
0.8295
Per class
Relative absolute error
0.3502
Root mean prior squared error
0.5
Root mean squared error
0.3843
Root relative squared error
0.7686
SciMark benchmark
942.3742