Run
206267

Run 206267

Task 236 (Supervised Classification) letter Uploaded 27-02-2015 by Joaquin Vanschoren
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Flow

weka.AdaBoostM1_DecisionStump(12)Yoav Freund, Robert E. Schapire: Experiments with a new boosting algorithm. In: Thirteenth International Conference on Machine Learning, San Francisco, 148-156, 1996.
weka.AdaBoostM1_DecisionStump(12)_P100
weka.AdaBoostM1_DecisionStump(12)_S1
weka.AdaBoostM1_DecisionStump(12)_I40
weka.AdaBoostM1_DecisionStump(12)_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
0.6611
Per class
Cross-validation details (33% Holdout set)
F measure
0.0098
Per class
Cross-validation details (33% Holdout set)
Kappa
0.0309
Cross-validation details (33% Holdout set)
KB relative information score
804.7099
Cross-validation details (33% Holdout set)
Mean absolute error
0.0726
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.074
Cross-validation details (33% Holdout set)
Number of instances
6600
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.0053
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.0673
Cross-validation details (33% Holdout set)
Prior entropy
4.6998
Cross-validation details (33% Holdout set)
Recall
0.0673
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.9815
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.1923
Cross-validation details (33% Holdout set)
Root mean squared error
0.1905
Cross-validation details (33% Holdout set)
Root relative squared error
0.9909
Cross-validation details (33% Holdout set)
SciMark benchmark
1304.9611
UserCPU time millis
110
Cross-validation details (33% Holdout set)
UserCPU time millis testing
30
Cross-validation details (33% Holdout set)
UserCPU time millis training
80
Cross-validation details (33% Holdout set)