DEVELOPMENT... OpenML
Run
154025

Run 154025

Task 3915 (Supervised Classification) kc3 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
0.7893
Per class
F measure
0.9021
Per class
Kappa
0.3593
KB relative information score
-139.2391
Mean absolute error
0.1427
Mean prior absolute error
0.1716
Number of instances
458
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8992
Per class
Predictive accuracy
0.9148
Prior entropy
0.4551
Recall
0.9148
Per class
Relative absolute error
0.8318
Root mean prior squared error
0.2917
Root mean squared error
0.2787
Root relative squared error
0.9556
SciMark benchmark
932.3943
UserCPU time millis
20
UserCPU time millis training
20