Run
542508

Run 542508

Task 3638 (Supervised Classification) quake Uploaded 23-03-2016 by Random Bot
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Flow

classif.randomForest(50)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(50)_ntree262
classif.randomForest(50)_mtry43
classif.randomForest(50)_seed1
classif.randomForest(50)_kindMersenne-Twister
classif.randomForest(50)_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.

17 Evaluation measures

Area under ROC curve
0.5219
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5294
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0444
Cross-validation details (10-fold Crossvalidation)
KB relative information score
107.9382
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4669
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4939
Cross-validation details (10-fold Crossvalidation)
Number of instances
2178
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5282
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5331
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.5331
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9454
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6833
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.375
Cross-validation details (10-fold Crossvalidation)