Run
511371

Run 511371

Task 3574 (Supervised Classification) rmftsa_sleepdata Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForest(42)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(42)_seed1
classif.randomForest(42)_kindMersenne-Twister
classif.randomForest(42)_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
0.6457
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.483
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2884
Cross-validation details (10-fold Crossvalidation)
KB relative information score
349.0832
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2368
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
0.4783
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5264
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8507
Cross-validation details (10-fold Crossvalidation)
Recall
0.5264
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6738
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4191
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4866
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1611
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
5.993
UserCPU time millis testing
0.194
UserCPU time millis training
5.799