Run
451248

Run 451248

Task 7560 (Supervised Classification) KungChi3 Uploaded 19-05-2015 by Deter Bergman
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Flow

weka.RandomForest(2)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(2)_I100
weka.RandomForest(2)_K0
weka.RandomForest(2)_S1
weka.RandomForest(2)_num-slots1

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.

22 Evaluation measures

Area under ROC curve
0.8236
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8189
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.0863
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
-13.6312
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.1858
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.2307
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
1230
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_40, x86_64, Mac OS X, 10.10.2]
Precision
0.802
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.8537
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.5737
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.8537
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.8054
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.3364
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.3131
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.9308
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1212.0218
UserCPU time millis
29.198
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
2.673
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
26.525
Cross-validation details (10 times 10-fold Crossvalidation)