Run
515776

Run 515776

Task 10104 (Supervised Classification) Smartphone-Based_Recognition_of_Human_Activities Uploaded 28-01-2016 by Rafael Gomes Mantovani
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

classif.xyf(2)Learner classif.xyf from package(s) kohonen.
classif.xyf(2)_seed1
classif.xyf(2)_kindMersenne-Twister
classif.xyf(2)_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
0.872
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
0.8739
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
1.462
UserCPU time millis testing
0.039
UserCPU time millis training
1.423