DEVELOPMENT... OpenML
Run
11412

Run 11412

Task 54 (Supervised Classification) hepatitis Uploaded 22-05-2014 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.LogitBoost_DecisionStump(1)J. Friedman, T. Hastie, R. Tibshirani (1998). Additive Logistic Regression: a Statistical View of Boosting. Stanford University.
weka.LogitBoost_DecisionStump(1)_F0
weka.LogitBoost_DecisionStump(1)_H1.0
weka.LogitBoost_DecisionStump(1)_I80
weka.LogitBoost_DecisionStump(1)_L-1.7976931348623157E308
weka.LogitBoost_DecisionStump(1)_P100
weka.LogitBoost_DecisionStump(1)_R1
weka.LogitBoost_DecisionStump(1)_S1
weka.LogitBoost_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
0.8295
Per class
F measure
0.828
Per class
Kappa
0.4632
KB relative information score
61.2958
Mean absolute error
0.1728
Mean prior absolute error
0.3299
Number of instances
155
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8252
Per class
Predictive accuracy
0.8323
Prior entropy
0.7418
Recall
0.8323
Per class
Relative absolute error
0.5239
Root mean prior squared error
0.4048
Root mean squared error
0.3689
Root relative squared error
0.9114
SciMark benchmark
912.1455[564.114047767191015.5230404536866484.7593072718849915.62699156216381580.7042191207643]