Run
383253

Run 383253

Task 7396 (Supervised Classification) physionet_tachycardia Uploaded 03-04-2015 by Joaquin Vanschoren
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Flow

weka.ExtraTree(1)Pierre Geurts, Damien Ernst, Louis Wehenkel (2006). Extremely randomized trees. Machine Learning. 63(1):3-42.
weka.ExtraTree(1)_K-1
weka.ExtraTree(1)_N-1
weka.ExtraTree(1)_S1

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
0.7081
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.9445
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.4622
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
424.8534
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0525
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.114
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
1390
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9425
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.9475
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.3425
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.9475
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.4605
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.233
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.2292
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.9836
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
932.6249
UserCPU time millis
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10 times 10-fold Crossvalidation)