Run
543286

Run 543286

Task 3574 (Supervised Classification) rmftsa_sleepdata Uploaded 24-03-2016 by Random Bot
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Flow

classif.randomForest(54)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(54)_ntree58
classif.randomForest(54)_mtry4
classif.randomForest(54)_seed1
classif.randomForest(54)_kindMersenne-Twister
classif.randomForest(54)_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.

17 Evaluation measures

Area under ROC curve
0.6197
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.459
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2307
Cross-validation details (10-fold Crossvalidation)
KB relative information score
290.8369
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2666
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3514
Cross-validation details (10-fold Crossvalidation)
Number of instances
1024
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4538
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4668
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8507
Cross-validation details (10-fold Crossvalidation)
Recall
0.4668
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7586
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4191
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5163
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2319
Cross-validation details (10-fold Crossvalidation)