Run
518445

Run 518445

Task 3716 (Supervised Classification) tecator Uploaded 30-01-2016 by Rafael Gomes Mantovani
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Flow

classif.ctree(4)Learner classif.ctree from package(s) party.
classif.ctree(4)_seed1
classif.ctree(4)_kindMersenne-Twister
classif.ctree(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
0.8796
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8795
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7543
Cross-validation details (10-fold Crossvalidation)
KB relative information score
180.0387
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1208
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4888
Cross-validation details (10-fold Crossvalidation)
Number of instances
240
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8806
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8792
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.984
Cross-validation details (10-fold Crossvalidation)
Recall
0.8792
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2472
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3476
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7032
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.131
UserCPU time millis testing
0.477
UserCPU time millis training
1.654