DEVELOPMENT... OpenML
Run
154023

Run 154023

Task 3913 (Supervised Classification) kc2 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
0.7747
Per class
F measure
0.8021
Per class
Kappa
0.3669
KB relative information score
129.3074
Mean absolute error
0.2197
Mean prior absolute error
0.3266
Number of instances
522
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7971
Per class
Predictive accuracy
0.8123
Prior entropy
0.734
Recall
0.8123
Per class
Relative absolute error
0.6726
Root mean prior squared error
0.4037
Root mean squared error
0.3534
Root relative squared error
0.8754
SciMark benchmark
932.3943
UserCPU time millis
10
UserCPU time millis training
10