Run
524280

Run 524280

Task 10104 (Supervised Classification) Smartphone-Based_Recognition_of_Human_Activities Uploaded 16-02-2016 by Mikhail Evchenko
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Flow

classif.IBk(7)Learner classif.IBk from package(s) RWeka.
classif.IBk(7)_seed1
classif.IBk(7)_kindMersenne-Twister
classif.IBk(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.

20 Evaluation measures

Area under ROC curve
0.9633
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.939
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9267
Cross-validation details (10-fold Crossvalidation)
KB relative information score
167.8807
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0204
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
0.9441
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9389
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.585
Cross-validation details (10-fold Crossvalidation)
Recall
0.9389
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0733
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3727
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1427
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.383
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.944
UserCPU time millis testing
0.688
UserCPU time millis training
1.256