Run
573556

Run 573556

Task 2075 (Supervised Classification) abalone Uploaded 31-05-2016 by Jan van Rijn
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Flow

weka.RandomForest(9)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(9)_I200
weka.RandomForest(9)_K0
weka.RandomForest(9)_S1
weka.RandomForest(9)_num-slots6
weka.RandomForest(9)_num-decimal-places3

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
0.7407
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2311
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1412
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1051.5552
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0554
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0618
Cross-validation details (10-fold Crossvalidation)
Number of instances
4177
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
Precision
0.2253
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2413
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6268
Cross-validation details (10-fold Crossvalidation)
Recall
0.2413
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8971
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1757
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1714
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9753
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1427.3198
UserCPU time millis
2510
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
1840
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
670
Cross-validation details (10-fold Crossvalidation)