Run
545871

Run 545871

Task 3784 (Supervised Classification) analcatdata_seropositive Uploaded 02-04-2016 by Rafael Gomes Mantovani
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Flow

classif.cforest(8)Learner classif.cforest from package(s) party.
classif.cforest(8)_openml.seed1
classif.cforest(8)_openml.kindMersenne-Twister
classif.cforest(8)_openml.normal.kindInversion

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.

20 Evaluation measures

Area under ROC curve
0.8731
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8927
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7616
Cross-validation details (10-fold Crossvalidation)
KB relative information score
99.7446
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1061
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4548
Cross-validation details (10-fold Crossvalidation)
Number of instances
132
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8934
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8939
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9347
Cross-validation details (10-fold Crossvalidation)
Recall
0.8939
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2332
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4765
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3257
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6835
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.22
UserCPU time millis testing
0.271
UserCPU time millis training
3.949