DEVELOPMENT... OpenML
Run
153727

Run 153727

Task 3617 (Supervised Classification) fri_c4_1000_10 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
0.9301
Per class
F measure
0.8426
Per class
Kappa
0.6799
KB relative information score
571.2586
Mean absolute error
0.2249
Mean prior absolute error
0.4928
Number of instances
1000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8428
Per class
Predictive accuracy
0.843
Prior entropy
0.9896
Recall
0.843
Per class
Relative absolute error
0.4563
Root mean prior squared error
0.4964
Root mean squared error
0.3237
Root relative squared error
0.652
SciMark benchmark
943.6956
UserCPU time millis
40
UserCPU time millis training
40