Run
522033

Run 522033

Task 3687 (Supervised Classification) cal_housing Uploaded 07-02-2016 by Rafael Gomes Mantovani
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Flow

classif.pamr(5)Learner classif.pamr from package(s) pamr.
classif.pamr(5)_threshold.predict1
classif.pamr(5)_seed1
classif.pamr(5)_kindMersenne-Twister
classif.pamr(5)_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
0.514
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4963
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0322
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2988.8911
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4062
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4824
Cross-validation details (10-fold Crossvalidation)
Number of instances
20640
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5601
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5938
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9745
Cross-validation details (10-fold Crossvalidation)
Recall
0.5938
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.842
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4911
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6373
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2977
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
11.4
UserCPU time millis testing
0.039
UserCPU time millis training
11.361