Run
524283

Run 524283

Task 10104 (Supervised Classification) Smartphone-Based_Recognition_of_Human_Activities Uploaded 16-02-2016 by Mikhail Evchenko
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

classif.ksvm(6)Learner classif.ksvm from package(s) kernlab.
classif.ksvm(6)_fitFALSE
classif.ksvm(6)_seed1
classif.ksvm(6)_kindMersenne-Twister
classif.ksvm(6)_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
0.9533
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9222
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9067
Cross-validation details (10-fold Crossvalidation)
KB relative information score
164.5754
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0259
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
0.9256
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9222
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.585
Cross-validation details (10-fold Crossvalidation)
Recall
0.9222
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0933
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3727
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.161
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.432
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.632
UserCPU time millis testing
0.167
UserCPU time millis training
0.465