Run
518932

Run 518932

Task 10109 (Supervised Classification) Engine1 Uploaded 01-02-2016 by Farzan Majdani
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Flow

weka.RandomForest(9)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(9)_I143
weka.RandomForest(9)_K1
weka.RandomForest(9)_S0
weka.RandomForest(9)_depth17
weka.RandomForest(9)_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
0.976
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9463
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8807
Cross-validation details (10-fold Crossvalidation)
KB relative information score
273.553
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0864
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2966
Cross-validation details (10-fold Crossvalidation)
Number of instances
383
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_71, x86_64, Mac OS X, 10.10.3]
Precision
0.9451
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9478
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9551
Cross-validation details (10-fold Crossvalidation)
Recall
0.9478
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2912
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3844
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1817
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4728
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1392.403
UserCPU time millis
76.814
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
24.654
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
52.16
Cross-validation details (10-fold Crossvalidation)