Run
522884

Run 522884

Task 3897 (Supervised Classification) eye_movements Uploaded 09-02-2016 by Rafael Gomes Mantovani
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Flow

classif.gbm(5)Learner classif.gbm from package(s) gbm.
classif.gbm(5)_seed1
classif.gbm(5)_kindMersenne-Twister
classif.gbm(5)_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
0.5795
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4398
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1678
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2657.3511
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3641
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4388
Cross-validation details (10-fold Crossvalidation)
Number of instances
10936
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4614
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4539
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5663
Cross-validation details (10-fold Crossvalidation)
Recall
0.4539
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8296
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4684
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6034
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2881
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
27.493
UserCPU time millis testing
0.162
UserCPU time millis training
27.331