Run
514112

Run 514112

Task 3612 (Supervised Classification) fri_c1_250_25 Uploaded 28-01-2016 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
0.6735
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6484
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.328
Cross-validation details (10-fold Crossvalidation)
KB relative information score
70.7042
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.348
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4897
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6978
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.652
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9852
Cross-validation details (10-fold Crossvalidation)
Recall
0.652
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7106
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4948
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5899
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1923
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.323
UserCPU time millis testing
0.168
UserCPU time millis training
1.155