Run
515747

Run 515747

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

classif.dbnDNN(3)Learner classif.dbnDNN from package(s) deepnet.
classif.dbnDNN(3)_outputsoftmax
classif.dbnDNN(3)_seed1
classif.dbnDNN(3)_kindMersenne-Twister
classif.dbnDNN(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
0.4967
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.1363
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0067
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13.6349
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2796
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
0.1293
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.1611
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.585
Cross-validation details (10-fold Crossvalidation)
Recall
0.1611
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0067
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3727
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5288
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.4189
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.3
UserCPU time millis testing
0.033
UserCPU time millis training
0.267