Run
522419

Run 522419

Task 3708 (Supervised Classification) house_8L Uploaded 08-02-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForestSRC(7)Learner classif.randomForestSRC from package(s) randomForestSRC.
classif.randomForestSRC(7)_na.actionna.impute
classif.randomForestSRC(7)_seed1
classif.randomForestSRC(7)_kindMersenne-Twister
classif.randomForestSRC(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
0.8568
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8897
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7322
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16385.6003
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1088
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4168
Cross-validation details (10-fold Crossvalidation)
Number of instances
22784
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8897
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8912
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8764
Cross-validation details (10-fold Crossvalidation)
Recall
0.8912
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.261
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4565
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3298
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7224
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3519.53
UserCPU time millis testing
556.465
UserCPU time millis training
2963.065