Run
207714

Run 207714

Task 267 (Supervised Classification) diabetes Uploaded 27-02-2015 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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)_I80
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
0.8361
Per class
Cross-validation details (33% Holdout set)
F measure
0.7603
Per class
Cross-validation details (33% Holdout set)
Kappa
0.4778
Cross-validation details (33% Holdout set)
KB relative information score
97.5561
Cross-validation details (33% Holdout set)
Mean absolute error
0.2852
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.4589
Cross-validation details (33% Holdout set)
Number of instances
253
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7594
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.7628
Cross-validation details (33% Holdout set)
Prior entropy
0.9335
Cross-validation details (33% Holdout set)
Recall
0.7628
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.6214
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.4813
Cross-validation details (33% Holdout set)
Root mean squared error
0.4016
Cross-validation details (33% Holdout set)
Root relative squared error
0.8345
Cross-validation details (33% Holdout set)
SciMark benchmark
1280.6952
UserCPU time millis
110
Cross-validation details (33% Holdout set)
UserCPU time millis training
110
Cross-validation details (33% Holdout set)