Run
517179

Run 517179

Task 9907 (Supervised Classification) autoUniv-au6-400 Uploaded 29-01-2016 by Rafael Gomes Mantovani
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Flow

classif.ranger(3)Learner classif.ranger from package(s) ranger.
classif.ranger(3)_num.threads1
classif.ranger(3)_verboseFALSE
classif.ranger(3)_seed1
classif.ranger(3)_kindMersenne-Twister
classif.ranger(3)_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
0.5595
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.239
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1214
Cross-validation details (10-fold Crossvalidation)
KB relative information score
81.2939
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1625
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2075
Cross-validation details (10-fold Crossvalidation)
Number of instances
400
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.2079
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.35
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.7777
Cross-validation details (10-fold Crossvalidation)
Recall
0.35
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.783
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.322
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4031
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2521
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
12.841
UserCPU time millis testing
0.603
UserCPU time millis training
12.238