DEVELOPMENT... OpenML
Run
153745

Run 153745

Task 3634 (Supervised Classification) fri_c3_100_25 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
0.7491
Per class
F measure
0.7289
Per class
Kappa
0.4512
KB relative information score
33.3637
Mean absolute error
0.3391
Mean prior absolute error
0.4951
Number of instances
100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7292
Per class
Predictive accuracy
0.73
Prior entropy
0.9931
Recall
0.73
Per class
Relative absolute error
0.685
Root mean prior squared error
0.4975
Root mean squared error
0.4699
Root relative squared error
0.9445
SciMark benchmark
933.8635
UserCPU time millis
10
UserCPU time millis training
10