Run
538713

Run 538713

Task 10104 (Supervised Classification) Smartphone-Based_Recognition_of_Human_Activities Uploaded 21-03-2016 by Random Bot
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Flow

classif.gbm(7)Learner classif.gbm from package(s) gbm.
classif.gbm(7)_n.trees8093
classif.gbm(7)_interaction.depth3
classif.gbm(7)_shrinkage0.00371
classif.gbm(7)_seed1
classif.gbm(7)_kindMersenne-Twister
classif.gbm(7)_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
0.9867
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9777
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9733
Cross-validation details (10-fold Crossvalidation)
KB relative information score
175.593
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0074
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2778
Cross-validation details (10-fold Crossvalidation)
Number of instances
180
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9795
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9778
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.585
Cross-validation details (10-fold Crossvalidation)
Recall
0.9778
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0267
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3727
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0861
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2309
Cross-validation details (10-fold Crossvalidation)