Run
510961

Run 510961

Task 10 (Supervised Classification) lymph Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.cforest(4)Learner classif.cforest from package(s) party.
classif.cforest(4)_seed1
classif.cforest(4)_kindMersenne-Twister
classif.cforest(4)_normal.kindInversion

Result files

Description

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

Predictions

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

20 Evaluation measures

Area under ROC curve
0.8025
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7845
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6104
Cross-validation details (10-fold Crossvalidation)
KB relative information score
81.0444
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.098
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2677
Cross-validation details (10-fold Crossvalidation)
Number of instances
148
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7711
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8041
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2818
Cross-validation details (10-fold Crossvalidation)
Recall
0.8041
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3659
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3639
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.313
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.86
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
15.403
UserCPU time millis testing
0.732
UserCPU time millis training
14.671