Run
536715

Run 536715

Task 3616 (Supervised Classification) pm10 Uploaded 14-03-2016 by Heidi Seibold
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Flow

classif.randomForest(43)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(43)_ntree10
classif.randomForest(43)_seed1
classif.randomForest(43)_kindMersenne-Twister
classif.randomForest(43)_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
0.6
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5838
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1768
Cross-validation details (10-fold Crossvalidation)
KB relative information score
44.5911
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.46
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4999
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5934
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.59
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10-fold Crossvalidation)
Recall
0.59
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9202
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5073
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0148
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.123
UserCPU time millis testing
0.017
UserCPU time millis training
0.106