DEVELOPMENT... OpenML
Run
153722

Run 153722

Task 3612 (Supervised Classification) fri_c1_250_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
0.8755
Per class
F measure
0.7834
Per class
Kappa
0.5568
KB relative information score
120.9258
Mean absolute error
0.2614
Mean prior absolute error
0.4897
Number of instances
250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7833
Per class
Predictive accuracy
0.784
Prior entropy
0.9852
Recall
0.784
Per class
Relative absolute error
0.5337
Root mean prior squared error
0.4948
Root mean squared error
0.3792
Root relative squared error
0.7664
SciMark benchmark
930.32
UserCPU time millis
20
UserCPU time millis training
20