Run
1942817

Run 1942817

Task 3951 (Supervised Classification) desharnais Uploaded 02-04-2017 by Yezi Zhu
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Flow

weka.RandomForest(12)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(12)_P100
weka.RandomForest(12)_I1
weka.RandomForest(12)_num-slots0
weka.RandomForest(12)_K10
weka.RandomForest(12)_M1.0
weka.RandomForest(12)_V0.001
weka.RandomForest(12)_S1
weka.RandomForest(12)_depth100
weka.RandomForest(12)_num-decimal-places1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.635
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5653
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2483
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20.2347
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2963
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3804
Cross-validation details (10-fold Crossvalidation)
Number of instances
81
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.58
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5556
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3765
Cross-validation details (10-fold Crossvalidation)
Recall
0.5556
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.779
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4348
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5443
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.252
Cross-validation details (10-fold Crossvalidation)