Run
6116

Run 6116

Task 305 (Supervised Classification) BNG(mushroom) Uploaded 14-05-2014 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(1)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(1)_I10
weka.AdaBoostM1_DecisionStump(1)_P100
weka.AdaBoostM1_DecisionStump(1)_S1
weka.AdaBoostM1_DecisionStump(1)_Wweka.classifiers.trees.DecisionStump

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.987
Per class
Cross-validation details (33% Holdout set)
F measure
0.9764
Per class
Cross-validation details (33% Holdout set)
Kappa
0.9527
Cross-validation details (33% Holdout set)
KB relative information score
296683.4773
Cross-validation details (33% Holdout set)
Mean absolute error
0.0581
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.4993
Cross-validation details (33% Holdout set)
Number of instances
330000
Per class
Cross-validation details (33% Holdout set)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9764
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.9764
Cross-validation details (33% Holdout set)
Prior entropy
0.999
Cross-validation details (33% Holdout set)
Recall
0.9764
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.1164
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.4996
Cross-validation details (33% Holdout set)
Root mean squared error
0.1519
Cross-validation details (33% Holdout set)
Root relative squared error
0.3039
Cross-validation details (33% Holdout set)
SciMark benchmark
948.1819[568.15657261516061015.7907504114269482.3638387076229911.17132945493631763.4269028321794]