Run
67457

Run 67457

Task 284 (Supervised Classification) hepatitis Uploaded 30-11-2014 by Joaquin Vanschoren
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Flow

weka.RealAdaBoost_RandomTree(1)J. Friedman, T. Hastie, R. Tibshirani (2000). Additive Logistic Regression: a Statistical View of Boosting. Annals of Statistics. 95(2):337-407.
weka.RandomTree(2)_K0
weka.RandomTree(2)_M1.0
weka.RandomTree(2)_S1
weka.RandomTree(2)_V0.001
weka.RealAdaBoost_RandomTree(1)_P100
weka.RealAdaBoost_RandomTree(1)_H1.0
weka.RealAdaBoost_RandomTree(1)_S1
weka.RealAdaBoost_RandomTree(1)_I10
weka.RealAdaBoost_RandomTree(1)_Wweka.classifiers.trees.RandomTree

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

0.7166
Per class
Cross-validation details (33% Holdout set)
0.006
Cross-validation details (33% Holdout set)
832787240
Cross-validation details (33% Holdout set)
0.7743
Per class
Cross-validation details (33% Holdout set)
0.3855
Cross-validation details (33% Holdout set)
16.4759
Cross-validation details (33% Holdout set)
0.2269
Cross-validation details (33% Holdout set)
0.3579
Cross-validation details (33% Holdout set)
51
Per class
Cross-validation details (33% Holdout set)
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
0.7708
Per class
Cross-validation details (33% Holdout set)
0.7843
Cross-validation details (33% Holdout set)
0.7418
Cross-validation details (33% Holdout set)
0.7843
Per class
Cross-validation details (33% Holdout set)
0.6338
Cross-validation details (33% Holdout set)
0.4381
Cross-validation details (33% Holdout set)
0.4658
Cross-validation details (33% Holdout set)
1.0633
Cross-validation details (33% Holdout set)
905.0866