DEVELOPMENT... OpenML
Run
153717

Run 153717

Task 3607 (Supervised Classification) rmftsa_sleepdata Uploaded 10-02-2015 by Felicia West
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Flow

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

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.

22 Evaluation measures

Area under ROC curve
0.7592
Per class
F measure
0.7161
Per class
Kappa
0.4387
KB relative information score
300.2117
Mean absolute error
0.3677
Mean prior absolute error
0.5
Number of instances
1024
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7306
Per class
Predictive accuracy
0.7197
Prior entropy
1
Recall
0.7197
Per class
Relative absolute error
0.7355
Root mean prior squared error
0.5
Root mean squared error
0.4419
Root relative squared error
0.8838
SciMark benchmark
943.6956