DEVELOPMENT... OpenML
Run
95070

Run 95070

Task 267 (Supervised Classification) diabetes Uploaded 08-12-2014 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.AdaBoostM1_DecisionStump(2)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(2)_I10
weka.AdaBoostM1_DecisionStump(2)_P100
weka.AdaBoostM1_DecisionStump(2)_S1
weka.AdaBoostM1_DecisionStump(2)_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.

21 Evaluation measures

Area under ROC curve
0.8054
Per class
Build CPU time
0.018
Build memory
246688520
F measure
0.7212
Per class
Kappa
0.3937
KB relative information score
82.9796
Mean absolute error
0.3105
Mean prior absolute error
0.4589
Number of instances
253
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7199
Per class
Predictive accuracy
0.7233
Prior entropy
0.9335
Recall
0.7233
Per class
Relative absolute error
0.6766
Root mean prior squared error
0.4813
Root mean squared error
0.4195
Root relative squared error
0.8718
SciMark benchmark
930.1524