Run
522774

Run 522774

Task 3618 (Supervised Classification) puma32H Uploaded 09-02-2016 by Rafael Gomes Mantovani
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Flow

classif.multinom(6)Learner classif.multinom from package(s) nnet.
classif.multinom(6)_seed1
classif.multinom(6)_kindMersenne-Twister
classif.multinom(6)_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
0.6474
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6474
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2948
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2415.4914
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3525
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
8192
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6475
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6475
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.6475
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7051
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5938
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1875
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
6.321
UserCPU time millis testing
0.092
UserCPU time millis training
6.229