Run
531456

Run 531456

Task 3021 (Supervised Classification) sick Uploaded 04-03-2016 by Martijn Post
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • study_15 study_20 weka weka_3.7.13
Issue #Downvotes for this reason By


Flow

weka.RandomForest(9)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(9)_I100
weka.RandomForest(9)_K0
weka.RandomForest(9)_S1
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
0.9966
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9815
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8323
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2464.4355
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0335
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1152
Cross-validation details (10-fold Crossvalidation)
Number of instances
3772
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_66, amd64, Windows 7, 6.1]
Precision
0.9816
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9822
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3333
Cross-validation details (10-fold Crossvalidation)
Recall
0.9822
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2913
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2398
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1116
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4652
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1850.8887
UserCPU time millis
592.8038
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
156.001
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
436.8028
Cross-validation details (10-fold Crossvalidation)