Run
511380

Run 511380

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

classif.xgboost(4)Learner classif.xgboost from package(s) xgboost.
classif.xgboost(4)_nrounds1
classif.xgboost(4)_seed1
classif.xgboost(4)_kindMersenne-Twister
classif.xgboost(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
0.6185
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4296
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2331
Cross-validation details (10-fold Crossvalidation)
KB relative information score
302.7783
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2539
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
0.4235
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4922
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8507
Cross-validation details (10-fold Crossvalidation)
Recall
0.4922
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7225
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4191
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5039
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2022
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
23.068
UserCPU time millis testing
0.47
UserCPU time millis training
22.598