Run
205175

Run 205175

Task 3045 (Supervised Classification) wine 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)_I20
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
0.9184
Per class
Cross-validation details (33% Holdout set)
F measure
0.7883
Per class
Cross-validation details (33% Holdout set)
Kappa
0.6868
Cross-validation details (33% Holdout set)
KB relative information score
41.2949
Cross-validation details (33% Holdout set)
Mean absolute error
0.137
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.4356
Cross-validation details (33% Holdout set)
Number of instances
58
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8023
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.7931
Cross-validation details (33% Holdout set)
Prior entropy
1.5674
Cross-validation details (33% Holdout set)
Recall
0.7931
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.3146
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.4648
Cross-validation details (33% Holdout set)
Root mean squared error
0.3253
Cross-validation details (33% Holdout set)
Root relative squared error
0.7
Cross-validation details (33% Holdout set)
SciMark benchmark
1321.9426
UserCPU time millis
20
Cross-validation details (33% Holdout set)
UserCPU time millis training
20
Cross-validation details (33% Holdout set)