Run
515744

Run 515744

Task 10104 (Supervised Classification) Smartphone-Based_Recognition_of_Human_Activities Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.bdk(3)Learner classif.bdk from package(s) kohonen.
classif.bdk(3)_seed1
classif.bdk(3)_kindMersenne-Twister
classif.bdk(3)_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
0.9233
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8725
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8467
Cross-validation details (10-fold Crossvalidation)
KB relative information score
154.6596
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0426
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
0.8752
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8722
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.585
Cross-validation details (10-fold Crossvalidation)
Recall
0.8722
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1533
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3727
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2064
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5538
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.774
UserCPU time millis testing
0.043
UserCPU time millis training
1.731